reading_id large_stringlengths 13 33 | machine_id large_stringlengths 7 7 | production_line large_stringclasses 10
values | station_id int32 1 5 | timestamp timestamp[ms]date 2026-01-01 00:00:00 2026-06-29 23:59:59 | sensor_type large_stringclasses 5
values | sensor_value float64 -0.19 129 | unit large_stringclasses 5
values | deviation_pct float64 0 189 | is_anomaly bool 2
classes | qc_result large_stringclasses 2
values | defect_code large_stringclasses 10
values | shift large_stringclasses 3
values | machine_health_index float64 57.9 100 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
RD-0000000000 | MC-1011 | Line-F | 1 | 2026-04-10T21:43:12 | vibration | 0.494 | mm/s | 1.174 | false | pass | null | Evening | 99.83 |
RD-0000000001 | MC-1305 | Line-G | 3 | 2026-03-14T08:49:40 | vibration | 0.533 | mm/s | 6.503 | false | pass | null | Day | 97.8 |
RD-0000000002 | MC-0803 | Line-E | 1 | 2026-04-28T04:56:24 | current_draw | 15.691 | A | 4.61 | false | pass | null | Night | 99.85 |
RD-0000000003 | MC-0088 | Line-A | 3 | 2026-02-14T21:57:44 | pressure | 99.832 | psi | 0.168 | false | pass | null | Evening | 99.83 |
RD-0000000004 | MC-1155 | Line-F | 4 | 2026-04-17T23:29:38 | current_draw | 15.362 | A | 2.416 | false | pass | null | Night | 98.71 |
RD-0000000005 | MC-0041 | Line-A | 2 | 2026-03-04T14:42:45 | temperature | 76.635 | F | 2.18 | false | pass | null | Evening | 94.66 |
RD-0000000006 | MC-0554 | Line-C | 4 | 2026-06-29T02:47:15 | current_draw | 15.301 | A | 2.01 | false | pass | null | Night | 99.01 |
RD-0000000007 | MC-1679 | Line-I | 2 | 2026-06-11T01:15:23 | vibration | 0.544 | mm/s | 8.79 | true | pass | null | Night | 99.75 |
RD-0000000008 | MC-0929 | Line-E | 4 | 2026-04-26T05:30:30 | temperature | 74.486 | F | 0.685 | false | pass | null | Night | 99.19 |
RD-0000000009 | MC-1175 | Line-F | 5 | 2026-06-12T18:09:41 | humidity | 45.163 | % | 0.363 | false | pass | null | Evening | 95.51 |
RD-0000000010 | MC-1930 | Line-J | 4 | 2026-01-14T01:01:21 | vibration | 0.354 | mm/s | 29.208 | true | pass | null | Night | 98.9 |
RD-0000000011 | MC-0450 | Line-C | 2 | 2026-05-21T14:14:37 | temperature | 74.288 | F | 0.949 | false | pass | null | Evening | 96.11 |
RD-0000000012 | MC-1693 | Line-I | 3 | 2026-05-14T16:27:14 | temperature | 77.606 | F | 3.475 | false | pass | null | Evening | 98.96 |
RD-0000000013 | MC-1504 | Line-H | 3 | 2026-03-06T20:26:39 | pressure | 106.171 | psi | 6.171 | false | pass | null | Evening | 96.2 |
RD-0000000014 | MC-0760 | Line-D | 4 | 2026-04-25T18:31:39 | temperature | 72.329 | F | 3.561 | false | pass | null | Evening | 94.17 |
RD-0000000015 | MC-0528 | Line-C | 4 | 2026-01-13T09:26:42 | vibration | 0.613 | mm/s | 22.685 | true | pass | null | Day | 99.39 |
RD-0000000016 | MC-0548 | Line-C | 4 | 2026-04-24T00:46:12 | current_draw | 14.781 | A | 1.46 | false | pass | null | Night | 99.63 |
RD-0000000017 | MC-0840 | Line-E | 1 | 2026-02-20T21:07:44 | pressure | 96.312 | psi | 3.688 | false | pass | null | Evening | 99.89 |
RD-0000000018 | MC-1279 | Line-G | 2 | 2026-01-17T19:20:35 | temperature | 76.157 | F | 1.543 | false | pass | null | Evening | 98.6 |
RD-0000000019 | MC-0903 | Line-E | 3 | 2026-04-13T04:28:00 | temperature | 77.024 | F | 2.699 | false | pass | null | Night | 98.3 |
RD-0000000020 | MC-0295 | Line-B | 3 | 2026-04-27T03:09:42 | temperature | 79.168 | F | 5.558 | false | pass | null | Night | 99.56 |
RD-0000000021 | MC-1911 | Line-J | 3 | 2026-04-19T07:30:00 | humidity | 41.552 | % | 7.663 | false | pass | null | Day | 99.51 |
RD-0000000022 | MC-0778 | Line-D | 5 | 2026-03-16T04:02:32 | pressure | 96.604 | psi | 3.396 | false | pass | null | Night | 97.89 |
RD-0000000023 | MC-1784 | Line-I | 5 | 2026-01-11T19:38:45 | current_draw | 14.719 | A | 1.872 | false | pass | null | Evening | 98.33 |
RD-0000000024 | MC-0379 | Line-B | 5 | 2026-04-17T08:55:46 | temperature | 76.759 | F | 2.346 | false | pass | null | Day | 97.6 |
RD-0000000025 | MC-0558 | Line-C | 4 | 2026-04-21T11:00:56 | pressure | 97.437 | psi | 2.563 | false | pass | null | Day | 96.79 |
RD-0000000026 | MC-1554 | Line-H | 4 | 2026-06-12T15:01:30 | current_draw | 15.192 | A | 1.282 | false | pass | null | Evening | 98.77 |
RD-0000000027 | MC-0558 | Line-C | 4 | 2026-04-20T08:07:13 | vibration | 0.611 | mm/s | 22.249 | true | pass | null | Day | 96.89 |
RD-0000000028 | MC-1790 | Line-I | 5 | 2026-04-26T17:59:24 | humidity | 41.718 | % | 7.293 | false | pass | null | Evening | 98.69 |
RD-0000000029 | MC-0844 | Line-E | 2 | 2026-02-14T13:13:15 | pressure | 98.85 | psi | 1.15 | false | pass | null | Day | 99.7 |
RD-0000000030 | MC-0914 | Line-E | 3 | 2026-05-01T21:35:50 | pressure | 98.314 | psi | 1.686 | false | pass | null | Evening | 99.22 |
RD-0000000031 | MC-0009 | Line-A | 1 | 2026-05-04T08:31:48 | pressure | 100.355 | psi | 0.355 | false | pass | null | Day | 99.47 |
RD-0000000032 | MC-0845 | Line-E | 2 | 2026-03-16T05:00:47 | current_draw | 14.961 | A | 0.258 | false | pass | null | Night | 96.24 |
RD-0000000033 | MC-0618 | Line-D | 1 | 2026-03-25T05:06:49 | temperature | 77.009 | F | 2.678 | false | pass | null | Night | 99.95 |
RD-0000000034 | MC-1096 | Line-F | 3 | 2026-03-04T22:10:12 | pressure | 99.28 | psi | 0.72 | false | pass | null | Night | 99.42 |
RD-0000000035 | MC-1904 | Line-J | 3 | 2026-01-08T17:11:37 | humidity | 43.346 | % | 3.676 | false | pass | null | Evening | 99.92 |
RD-0000000036 | MC-0029 | Line-A | 1 | 2026-01-17T15:14:32 | humidity | 48.493 | % | 7.762 | false | pass | null | Evening | 98.29 |
RD-0000000037 | MC-1677 | Line-I | 2 | 2026-05-05T15:13:01 | temperature | 75.886 | F | 1.181 | false | pass | null | Evening | 99.97 |
RD-0000000038 | MC-0800 | Line-D | 5 | 2026-01-01T19:21:54 | vibration | 0.499 | mm/s | 0.21 | false | pass | null | Evening | 99.91 |
RD-0000000039 | MC-1071 | Line-F | 2 | 2026-01-03T11:15:18 | humidity | 42.507 | % | 5.54 | false | pass | null | Day | 99.78 |
RD-0000000040 | MC-0941 | Line-E | 4 | 2026-06-26T01:17:38 | pressure | 108.446 | psi | 8.446 | true | pass | null | Night | 99.6 |
RD-0000000041 | MC-0971 | Line-E | 5 | 2026-04-15T06:13:15 | vibration | 0.555 | mm/s | 11.081 | true | fail | DFT-MISALIGNMENT | Day | 99.72 |
RD-0000000042 | MC-1650 | Line-I | 2 | 2026-04-23T00:07:55 | vibration | 0.568 | mm/s | 13.632 | true | pass | null | Night | 99.36 |
RD-0000000043 | MC-1891 | Line-J | 3 | 2026-06-27T07:55:42 | current_draw | 13.867 | A | 7.553 | false | pass | null | Day | 82.02 |
RD-0000000044 | MC-1980 | Line-J | 5 | 2026-03-27T14:44:25 | vibration | 0.459 | mm/s | 8.193 | true | pass | null | Evening | 96.37 |
RD-0000000045 | MC-1187 | Line-F | 5 | 2026-02-18T14:03:45 | temperature | 72.875 | F | 2.833 | false | pass | null | Evening | 99.65 |
RD-0000000046 | MC-1401 | Line-H | 1 | 2026-02-12T01:23:55 | humidity | 52.666 | % | 17.035 | true | pass | null | Night | 99.49 |
RD-0000000047 | MC-1886 | Line-J | 3 | 2026-03-07T10:11:20 | vibration | 0.508 | mm/s | 1.559 | false | pass | null | Day | 96.94 |
RD-0000000048 | MC-1866 | Line-J | 2 | 2026-05-13T09:39:10 | temperature | 74.966 | F | 0.046 | false | pass | null | Day | 99.71 |
RD-0000000049 | MC-1996 | Line-J | 5 | 2026-04-26T13:06:18 | pressure | 98.682 | psi | 1.318 | false | pass | null | Day | 98.64 |
RD-0000000050 | MC-0094 | Line-A | 3 | 2026-02-11T18:42:44 | vibration | 0.474 | mm/s | 5.29 | false | pass | null | Evening | 99.89 |
RD-0000000051 | MC-0068 | Line-A | 2 | 2026-02-10T01:43:52 | temperature | 77.138 | F | 2.851 | false | pass | null | Night | 99.83 |
RD-0000000052 | MC-1162 | Line-F | 5 | 2026-06-25T11:36:11 | vibration | 0.571 | mm/s | 14.183 | true | pass | null | Day | 99.79 |
RD-0000000053 | MC-0238 | Line-B | 1 | 2026-03-20T18:05:23 | current_draw | 14.468 | A | 3.55 | false | pass | null | Evening | 99.23 |
RD-0000000054 | MC-1728 | Line-I | 4 | 2026-05-03T15:36:34 | temperature | 73.769 | F | 1.641 | false | pass | null | Evening | 96.8 |
RD-0000000055 | MC-1523 | Line-H | 4 | 2026-05-16T14:41:30 | temperature | 76.816 | F | 2.422 | false | pass | null | Evening | 95.82 |
RD-0000000056 | MC-0253 | Line-B | 2 | 2026-03-10T02:46:45 | temperature | 75.416 | F | 0.555 | false | pass | null | Night | 99.38 |
RD-0000000057 | MC-0253 | Line-B | 2 | 2026-01-27T09:50:56 | pressure | 102.194 | psi | 2.194 | false | pass | null | Day | 97.97 |
RD-0000000058 | MC-0212 | Line-B | 1 | 2026-02-27T03:48:12 | temperature | 79.412 | F | 5.883 | false | pass | null | Night | 96.77 |
RD-0000000059 | MC-0684 | Line-D | 3 | 2026-01-03T07:54:57 | humidity | 45.564 | % | 1.252 | false | pass | null | Day | 99.62 |
RD-0000000060 | MC-1690 | Line-I | 3 | 2026-01-30T23:46:10 | pressure | 96.439 | psi | 3.561 | false | pass | null | Night | 85.29 |
RD-0000000061 | MC-0601 | Line-D | 1 | 2026-04-27T06:27:07 | humidity | 45.779 | % | 1.732 | false | pass | null | Day | 97.31 |
RD-0000000062 | MC-1409 | Line-H | 1 | 2026-01-09T01:10:41 | humidity | 48.161 | % | 7.024 | false | pass | null | Night | 98.6 |
RD-0000000063 | MC-1103 | Line-F | 3 | 2026-01-09T16:37:54 | humidity | 51.042 | % | 13.427 | true | pass | null | Evening | 98.73 |
RD-0000000064 | MC-1207 | Line-G | 1 | 2026-04-11T04:11:22 | temperature | 74.62 | F | 0.507 | false | pass | null | Night | 99.9 |
RD-0000000065 | MC-0102 | Line-A | 3 | 2026-03-01T10:17:34 | pressure | 102.395 | psi | 2.395 | false | pass | null | Day | 98.33 |
RD-0000000066 | MC-1353 | Line-G | 4 | 2026-04-23T20:40:35 | pressure | 102.859 | psi | 2.859 | false | pass | null | Evening | 99.57 |
RD-0000000067 | MC-0902 | Line-E | 3 | 2026-06-23T01:00:12 | humidity | 41.821 | % | 7.064 | false | pass | null | Night | 87.6 |
RD-0000000068 | MC-0280 | Line-B | 2 | 2026-04-05T17:42:02 | humidity | 43.653 | % | 2.993 | false | pass | null | Evening | 99.53 |
RD-0000000069 | MC-1111 | Line-F | 3 | 2026-01-09T10:02:30 | humidity | 41.762 | % | 7.195 | false | pass | null | Day | 99.85 |
RD-0000000070 | MC-1220 | Line-G | 1 | 2026-02-19T09:20:35 | humidity | 39.647 | % | 11.895 | true | pass | null | Day | 97.65 |
RD-0000000071 | MC-0239 | Line-B | 1 | 2026-02-21T19:08:00 | current_draw | 14.097 | A | 6.023 | false | pass | null | Evening | 99.25 |
RD-0000000072 | MC-1001 | Line-F | 1 | 2026-02-26T08:13:00 | pressure | 101.894 | psi | 1.894 | false | pass | null | Day | 98.79 |
RD-0000000073 | MC-0683 | Line-D | 3 | 2026-04-12T07:14:39 | current_draw | 15.472 | A | 3.148 | false | pass | null | Day | 99.56 |
RD-0000000074 | MC-1505 | Line-H | 3 | 2026-04-23T11:23:27 | humidity | 44.964 | % | 0.08 | false | pass | null | Day | 97.06 |
RD-0000000075 | MC-1010 | Line-F | 1 | 2026-04-29T11:23:07 | temperature | 73.662 | F | 1.783 | false | pass | null | Day | 99.31 |
RD-0000000076 | MC-0067 | Line-A | 2 | 2026-02-09T18:43:00 | vibration | 0.521 | mm/s | 4.3 | false | pass | null | Evening | 99.31 |
RD-0000000077 | MC-0608 | Line-D | 1 | 2026-01-08T06:41:25 | current_draw | 14.457 | A | 3.62 | false | pass | null | Day | 96.99 |
RD-0000000078 | MC-1127 | Line-F | 4 | 2026-04-17T01:14:08 | temperature | 70.12 | F | 6.506 | false | pass | null | Night | 99.74 |
RD-0000000079 | MC-0836 | Line-E | 1 | 2026-04-04T03:29:59 | pressure | 99.774 | psi | 0.226 | false | pass | null | Night | 94.38 |
RD-0000000080 | MC-0535 | Line-C | 4 | 2026-01-19T16:35:13 | humidity | 41.209 | % | 8.425 | true | fail | DFT-SEAL-DEGRADE | Evening | 99.24 |
RD-0000000081 | MC-0830 | Line-E | 1 | 2026-01-31T14:08:01 | humidity | 42.529 | % | 5.491 | false | pass | null | Evening | 97.65 |
RD-0000000082 | MC-0656 | Line-D | 2 | 2026-06-22T14:31:36 | current_draw | 15.886 | A | 5.906 | false | pass | null | Evening | 99.35 |
RD-0000000083 | MC-0187 | Line-A | 5 | 2026-01-16T14:36:15 | temperature | 77.435 | F | 3.247 | false | pass | null | Evening | 98.02 |
RD-0000000084 | MC-1394 | Line-G | 5 | 2026-05-17T02:47:28 | current_draw | 14.393 | A | 4.046 | false | pass | null | Night | 98.63 |
RD-0000000085 | MC-1176 | Line-F | 5 | 2026-02-25T15:54:46 | humidity | 43.427 | % | 3.495 | false | pass | null | Evening | 99.79 |
RD-0000000086 | MC-1062 | Line-F | 2 | 2026-03-18T15:18:07 | vibration | 0.514 | mm/s | 2.848 | false | pass | null | Evening | 97.71 |
RD-0000000087 | MC-0149 | Line-A | 4 | 2026-06-25T00:26:47 | vibration | 0.645 | mm/s | 29.061 | true | fail | DFT-BEARING-WEAR | Night | 99.77 |
RD-0000000088 | MC-1340 | Line-G | 4 | 2026-05-12T15:00:22 | current_draw | 14.524 | A | 3.174 | false | pass | null | Evening | 99.34 |
RD-0000000089 | MC-1162 | Line-F | 5 | 2026-05-11T13:10:05 | temperature | 77.093 | F | 2.791 | false | pass | null | Day | 99.7 |
RD-0000000090 | MC-1613 | Line-I | 1 | 2026-04-15T16:46:12 | current_draw | 15.498 | A | 3.323 | false | fail | DFT-MOTOR-OVERLOAD | Evening | 96.45 |
RD-0000000091 | MC-0166 | Line-A | 5 | 2026-01-03T01:53:34 | current_draw | 14.787 | A | 1.422 | false | pass | null | Night | 99.41 |
RD-0000000092 | MC-0649 | Line-D | 2 | 2026-02-16T20:02:13 | pressure | 102.801 | psi | 2.801 | false | pass | null | Evening | 99.92 |
RD-0000000093 | MC-1079 | Line-F | 2 | 2026-02-04T14:31:52 | pressure | 96.817 | psi | 3.183 | false | pass | null | Evening | 92.51 |
RD-0000000094 | MC-0264 | Line-B | 2 | 2026-04-22T09:42:21 | vibration | 0.455 | mm/s | 9.026 | true | pass | null | Day | 97.95 |
RD-0000000095 | MC-1702 | Line-I | 3 | 2026-04-15T22:40:28 | current_draw | 15.793 | A | 5.289 | false | pass | null | Night | 99.69 |
RD-0000000096 | MC-0492 | Line-C | 3 | 2026-01-24T02:48:24 | pressure | 100.977 | psi | 0.977 | false | pass | null | Night | 99.83 |
RD-0000000097 | MC-0578 | Line-C | 5 | 2026-06-13T20:00:00 | temperature | 76.525 | F | 2.033 | false | pass | null | Evening | 99.61 |
RD-0000000098 | MC-0779 | Line-D | 5 | 2026-04-27T21:56:56 | current_draw | 14.964 | A | 0.241 | false | pass | null | Evening | 97.35 |
RD-0000000099 | MC-0166 | Line-A | 5 | 2026-06-12T18:11:57 | temperature | 73.844 | F | 1.541 | false | pass | null | Evening | 94.65 |
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