| timestamp,machine_id,vibration_frequency_hz,bearing_temperature_c,lubricant_viscosity_cst,operational_cycles,power_draw_kw,failure_risk_probability,maintenance_status,ambient_humidity_pct | |
| 2025-12-29T08:00:00Z,MCH-A102,42.5,65.2,45.8,12450,12.4,0.02,Optimal,45.2 | |
| 2025-12-29T08:15:00Z,MCH-A102,43.1,65.8,45.6,12455,12.5,0.02,Optimal,45.1 | |
| 2025-12-29T08:30:00Z,MCH-A102,48.9,72.4,44.2,12460,13.8,0.15,Caution,44.8 | |
| 2025-12-29T08:45:00Z,MCH-A102,55.2,84.1,41.5,12465,15.2,0.68,Warning,44.5 | |
| 2025-12-29T09:00:00Z,MCH-A102,58.8,92.5,38.4,12470,16.4,0.92,Critical,44.2 | |
| 2025-12-29T08:00:00Z,MCH-B205,38.4,58.2,48.1,8210,10.2,0.01,Optimal,52.4 | |
| 2025-12-29T08:15:00Z,MCH-B205,38.6,58.5,48.0,8215,10.3,0.01,Optimal,52.2 | |
| 2025-12-29T08:30:00Z,MCH-B205,39.2,59.1,47.8,8220,10.5,0.02,Optimal,51.8 | |
| 2025-12-29T08:45:00Z,MCH-B205,40.5,60.4,47.5,8225,10.8,0.04,Optimal,51.5 | |
| 2025-12-29T09:00:00Z,MCH-B205,42.1,62.8,47.0,8230,11.2,0.08,Optimal,51.2 | |
| 2025-12-29T08:00:00Z,MCH-C310,45.6,68.4,42.5,15680,14.5,0.12,Caution,38.5 | |
| 2025-12-29T08:15:00Z,MCH-C310,46.2,69.5,42.2,15688,14.8,0.18,Caution,38.2 | |
| 2025-12-29T08:30:00Z,MCH-C310,47.8,71.2,41.8,15696,15.2,0.25,Caution,37.9 | |
| 2025-12-29T08:45:00Z,MCH-C310,52.1,78.5,40.2,15704,16.5,0.55,Warning,37.5 | |
| 2025-12-29T09:00:00Z,MCH-C310,56.4,85.2,38.1,15712,18.1,0.84,Critical,37.1 | |
| 2025-12-29T10:00:00Z,MCH-A102,41.2,64.1,52.5,12485,12.1,0.02,Optimal,42.5 | |
| 2025-12-29T10:15:00Z,MCH-A102,41.5,64.5,52.2,12490,12.2,0.02,Optimal,42.4 | |
| 2025-12-29T10:30:00Z,MCH-A102,42.1,65.0,51.8,12495,12.4,0.03,Optimal,42.1 | |
| 2025-12-29T10:45:00Z,MCH-A102,45.8,70.2,50.1,12500,13.5,0.22,Caution,41.8 | |
| 2025-12-29T11:00:00Z,MCH-A102,51.2,82.4,48.5,12505,15.8,0.61,Warning,41.5 | |
| 2025-12-29T10:00:00Z,MCH-B205,39.1,59.5,47.2,8245,10.6,0.02,Optimal,50.8 | |
| 2025-12-29T10:15:00Z,MCH-B205,39.4,59.8,47.0,8250,10.7,0.02,Optimal,50.5 | |
| 2025-12-29T10:30:00Z,MCH-B205,40.2,60.5,46.8,8255,11.0,0.03,Optimal,50.1 | |
| 2025-12-29T10:45:00Z,MCH-B205,42.8,63.2,46.2,8260,11.5,0.09,Optimal,49.8 | |
| 2025-12-29T11:00:00Z,MCH-B205,45.5,68.1,45.5,8265,12.4,0.18,Caution,49.5 | |
| 2025-12-29T10:00:00Z,MCH-C310,48.2,72.5,41.2,15725,15.5,0.32,Caution,36.8 | |
| 2025-12-29T10:15:00Z,MCH-C310,48.8,73.8,40.9,15733,15.9,0.38,Caution,36.5 | |
| 2025-12-29T10:30:00Z,MCH-C310,50.5,76.4,40.5,15741,16.4,0.48,Warning,36.2 | |
| 2025-12-29T10:45:00Z,MCH-C310,58.2,88.9,38.2,15749,18.9,0.89,Critical,35.8 | |
| 2025-12-29T11:00:00Z,MCH-C310,62.4,95.1,35.4,15757,21.2,0.97,Critical,35.4 | |
| 2025-12-29T12:00:00Z,MCH-A102,40.8,63.5,55.1,12515,11.9,0.01,Optimal,40.2 |