timestamp
stringdate 2025-12-29 08:00:00
2025-12-29 12:00:00
| machine_id
stringclasses 3
values | vibration_frequency_hz
float64 38.4
62.4
| bearing_temperature_c
float64 58.2
95.1
| lubricant_viscosity_cst
float64 35.4
55.1
| operational_cycles
int64 8.21k
15.8k
| power_draw_kw
float64 10.2
21.2
| failure_risk_probability
float64 0.01
0.97
| maintenance_status
stringclasses 4
values | ambient_humidity_pct
float64 35.4
52.4
|
|---|---|---|---|---|---|---|---|---|---|
2025-12-29T08:00:00Z
|
MCH-A102
| 42.5
| 65.2
| 45.8
| 12,450
| 12.4
| 0.02
|
Optimal
| 45.2
|
2025-12-29T08:15:00Z
|
MCH-A102
| 43.1
| 65.8
| 45.6
| 12,455
| 12.5
| 0.02
|
Optimal
| 45.1
|
2025-12-29T08:30:00Z
|
MCH-A102
| 48.9
| 72.4
| 44.2
| 12,460
| 13.8
| 0.15
|
Caution
| 44.8
|
2025-12-29T08:45:00Z
|
MCH-A102
| 55.2
| 84.1
| 41.5
| 12,465
| 15.2
| 0.68
|
Warning
| 44.5
|
2025-12-29T09:00:00Z
|
MCH-A102
| 58.8
| 92.5
| 38.4
| 12,470
| 16.4
| 0.92
|
Critical
| 44.2
|
2025-12-29T08:00:00Z
|
MCH-B205
| 38.4
| 58.2
| 48.1
| 8,210
| 10.2
| 0.01
|
Optimal
| 52.4
|
2025-12-29T08:15:00Z
|
MCH-B205
| 38.6
| 58.5
| 48
| 8,215
| 10.3
| 0.01
|
Optimal
| 52.2
|
2025-12-29T08:30:00Z
|
MCH-B205
| 39.2
| 59.1
| 47.8
| 8,220
| 10.5
| 0.02
|
Optimal
| 51.8
|
2025-12-29T08:45:00Z
|
MCH-B205
| 40.5
| 60.4
| 47.5
| 8,225
| 10.8
| 0.04
|
Optimal
| 51.5
|
2025-12-29T09:00:00Z
|
MCH-B205
| 42.1
| 62.8
| 47
| 8,230
| 11.2
| 0.08
|
Optimal
| 51.2
|
2025-12-29T08:00:00Z
|
MCH-C310
| 45.6
| 68.4
| 42.5
| 15,680
| 14.5
| 0.12
|
Caution
| 38.5
|
2025-12-29T08:15:00Z
|
MCH-C310
| 46.2
| 69.5
| 42.2
| 15,688
| 14.8
| 0.18
|
Caution
| 38.2
|
2025-12-29T08:30:00Z
|
MCH-C310
| 47.8
| 71.2
| 41.8
| 15,696
| 15.2
| 0.25
|
Caution
| 37.9
|
2025-12-29T08:45:00Z
|
MCH-C310
| 52.1
| 78.5
| 40.2
| 15,704
| 16.5
| 0.55
|
Warning
| 37.5
|
2025-12-29T09:00:00Z
|
MCH-C310
| 56.4
| 85.2
| 38.1
| 15,712
| 18.1
| 0.84
|
Critical
| 37.1
|
2025-12-29T10:00:00Z
|
MCH-A102
| 41.2
| 64.1
| 52.5
| 12,485
| 12.1
| 0.02
|
Optimal
| 42.5
|
2025-12-29T10:15:00Z
|
MCH-A102
| 41.5
| 64.5
| 52.2
| 12,490
| 12.2
| 0.02
|
Optimal
| 42.4
|
2025-12-29T10:30:00Z
|
MCH-A102
| 42.1
| 65
| 51.8
| 12,495
| 12.4
| 0.03
|
Optimal
| 42.1
|
2025-12-29T10:45:00Z
|
MCH-A102
| 45.8
| 70.2
| 50.1
| 12,500
| 13.5
| 0.22
|
Caution
| 41.8
|
2025-12-29T11:00:00Z
|
MCH-A102
| 51.2
| 82.4
| 48.5
| 12,505
| 15.8
| 0.61
|
Warning
| 41.5
|
2025-12-29T10:00:00Z
|
MCH-B205
| 39.1
| 59.5
| 47.2
| 8,245
| 10.6
| 0.02
|
Optimal
| 50.8
|
2025-12-29T10:15:00Z
|
MCH-B205
| 39.4
| 59.8
| 47
| 8,250
| 10.7
| 0.02
|
Optimal
| 50.5
|
2025-12-29T10:30:00Z
|
MCH-B205
| 40.2
| 60.5
| 46.8
| 8,255
| 11
| 0.03
|
Optimal
| 50.1
|
2025-12-29T10:45:00Z
|
MCH-B205
| 42.8
| 63.2
| 46.2
| 8,260
| 11.5
| 0.09
|
Optimal
| 49.8
|
2025-12-29T11:00:00Z
|
MCH-B205
| 45.5
| 68.1
| 45.5
| 8,265
| 12.4
| 0.18
|
Caution
| 49.5
|
2025-12-29T10:00:00Z
|
MCH-C310
| 48.2
| 72.5
| 41.2
| 15,725
| 15.5
| 0.32
|
Caution
| 36.8
|
2025-12-29T10:15:00Z
|
MCH-C310
| 48.8
| 73.8
| 40.9
| 15,733
| 15.9
| 0.38
|
Caution
| 36.5
|
2025-12-29T10:30:00Z
|
MCH-C310
| 50.5
| 76.4
| 40.5
| 15,741
| 16.4
| 0.48
|
Warning
| 36.2
|
2025-12-29T10:45:00Z
|
MCH-C310
| 58.2
| 88.9
| 38.2
| 15,749
| 18.9
| 0.89
|
Critical
| 35.8
|
2025-12-29T11:00:00Z
|
MCH-C310
| 62.4
| 95.1
| 35.4
| 15,757
| 21.2
| 0.97
|
Critical
| 35.4
|
2025-12-29T12:00:00Z
|
MCH-A102
| 40.8
| 63.5
| 55.1
| 12,515
| 11.9
| 0.01
|
Optimal
| 40.2
|
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