UDI
int64 | Type
string | Air temperature
float64 | Process temperature
float64 | Rotational speed
int64 | Torque
float64 | Tool wear
int64 | Failure
int64 |
|---|---|---|---|---|---|---|---|
401
|
L
| 297.4
| 323.37037
| 2,100
| 16.9
| 176
| 0
|
402
|
L
| 297.5
| 323.37037
| 1,722
| 30.4
| 178
| 0
|
403
|
L
| 297.4
| 323.740741
| 1,678
| 32.3
| 180
| 0
|
404
|
L
| 297.3
| 323.740741
| 1,273
| 59.8
| 182
| 0
|
405
|
L
| 297.3
| 323.740741
| 1,297
| 45.9
| 184
| 0
|
406
|
L
| 297.3
| 323.37037
| 1,350
| 57.6
| 186
| 0
|
407
|
L
| 297.4
| 323.740741
| 1,439
| 51.9
| 188
| 0
|
408
|
M
| 297.4
| 323.37037
| 1,600
| 42.1
| 190
| 0
|
409
|
M
| 297.4
| 323.740741
| 1,434
| 44.4
| 193
| 0
|
410
|
L
| 297.4
| 323.740741
| 1,459
| 41.3
| 196
| 0
|
411
|
M
| 297.5
| 323.740741
| 1,472
| 44.9
| 198
| 0
|
412
|
L
| 297.5
| 324.111111
| 1,429
| 44.3
| 201
| 0
|
413
|
L
| 297.5
| 323.740741
| 1,388
| 48.2
| 203
| 0
|
414
|
L
| 297.4
| 323
| 1,573
| 34.5
| 205
| 0
|
415
|
L
| 297.4
| 323
| 1,588
| 32.5
| 207
| 0
|
416
|
L
| 297.5
| 323
| 1,511
| 42.8
| 209
| 0
|
417
|
L
| 297.4
| 323.37037
| 1,495
| 37.8
| 211
| 0
|
418
|
L
| 297.4
| 323
| 1,394
| 50.1
| 213
| 0
|
419
|
L
| 297.4
| 323
| 2,151
| 17.7
| 0
| 0
|
420
|
M
| 297.3
| 322.62963
| 1,501
| 38.2
| 2
| 0
|
421
|
M
| 297.3
| 322.62963
| 1,301
| 39.6
| 5
| 0
|
422
|
M
| 297.3
| 322.62963
| 1,657
| 31.1
| 8
| 0
|
423
|
L
| 297.3
| 322.62963
| 1,333
| 55.2
| 11
| 0
|
424
|
L
| 297.3
| 322.62963
| 1,484
| 43.9
| 13
| 0
|
425
|
L
| 297.3
| 323
| 1,430
| 45.7
| 15
| 0
|
426
|
M
| 297.3
| 323
| 1,665
| 28.9
| 17
| 0
|
427
|
L
| 297.4
| 323.37037
| 1,501
| 44.9
| 20
| 0
|
428
|
M
| 297.5
| 323.37037
| 1,496
| 42.2
| 22
| 0
|
429
|
M
| 297.6
| 323.740741
| 1,595
| 36.9
| 25
| 0
|
430
|
L
| 297.5
| 323.740741
| 1,208
| 62.3
| 28
| 0
|
431
|
L
| 297.5
| 323.740741
| 1,596
| 37.1
| 30
| 0
|
432
|
L
| 297.5
| 323.37037
| 1,446
| 41.9
| 32
| 0
|
433
|
M
| 297.6
| 323.37037
| 1,466
| 39.7
| 34
| 0
|
434
|
M
| 297.6
| 323.37037
| 1,848
| 23.7
| 37
| 0
|
435
|
M
| 297.5
| 323.37037
| 1,484
| 44.7
| 40
| 0
|
436
|
L
| 297.4
| 322.62963
| 1,493
| 41.2
| 43
| 0
|
437
|
L
| 297.3
| 322.62963
| 1,504
| 36.3
| 45
| 0
|
438
|
L
| 297.3
| 322.62963
| 1,538
| 38.5
| 47
| 0
|
439
|
L
| 297.4
| 323
| 1,341
| 52.2
| 49
| 0
|
440
|
M
| 297.4
| 322.62963
| 1,535
| 34.6
| 51
| 0
|
441
|
L
| 297.4
| 323.37037
| 1,389
| 39.2
| 54
| 0
|
442
|
H
| 297.5
| 323.37037
| 1,393
| 46.6
| 56
| 0
|
443
|
L
| 297.4
| 323.37037
| 1,399
| 61.5
| 61
| 1
|
444
|
H
| 297.4
| 323.37037
| 1,469
| 45.1
| 63
| 0
|
445
|
L
| 297.4
| 323
| 1,582
| 37.2
| 68
| 0
|
446
|
L
| 297.5
| 323.740741
| 1,793
| 26.7
| 70
| 0
|
447
|
L
| 297.5
| 323.740741
| 1,452
| 39
| 72
| 0
|
448
|
M
| 297.6
| 324.111111
| 1,376
| 59.9
| 74
| 0
|
449
|
L
| 297.5
| 323.740741
| 1,552
| 44.9
| 77
| 0
|
450
|
L
| 297.6
| 324.111111
| 1,622
| 37.9
| 79
| 0
|
451
|
M
| 297.6
| 324.111111
| 1,419
| 41.7
| 81
| 0
|
452
|
H
| 297.5
| 323.740741
| 1,440
| 46.1
| 84
| 0
|
453
|
M
| 297.4
| 323.740741
| 1,643
| 31
| 89
| 0
|
454
|
L
| 297.4
| 324.111111
| 1,510
| 36.2
| 92
| 0
|
455
|
L
| 297.4
| 324.111111
| 1,468
| 46.6
| 94
| 0
|
456
|
L
| 297.4
| 324.111111
| 1,429
| 57.4
| 96
| 0
|
457
|
H
| 297.3
| 324.111111
| 1,478
| 47.6
| 98
| 0
|
458
|
L
| 297.4
| 323.740741
| 1,276
| 53.6
| 103
| 0
|
459
|
L
| 297.3
| 323.740741
| 1,486
| 42.6
| 105
| 0
|
460
|
L
| 297.4
| 323.740741
| 1,476
| 42.3
| 107
| 0
|
461
|
H
| 297.3
| 323.740741
| 1,431
| 42
| 109
| 0
|
462
|
L
| 297.4
| 324.111111
| 1,402
| 40.2
| 114
| 0
|
463
|
L
| 297.4
| 324.111111
| 1,433
| 43.4
| 116
| 0
|
464
|
L
| 297.4
| 324.111111
| 2,874
| 4.2
| 118
| 1
|
465
|
L
| 297.3
| 323.740741
| 1,511
| 35.7
| 120
| 0
|
466
|
M
| 297.3
| 323.740741
| 1,456
| 42.9
| 122
| 0
|
467
|
L
| 297.2
| 323.37037
| 1,550
| 41.5
| 125
| 0
|
468
|
L
| 297.2
| 323.37037
| 2,182
| 16.5
| 127
| 0
|
469
|
L
| 297.3
| 324.111111
| 1,619
| 31.6
| 129
| 0
|
470
|
M
| 297.3
| 324.481482
| 1,586
| 32.7
| 131
| 0
|
471
|
H
| 297.3
| 324.481482
| 1,499
| 44.2
| 134
| 0
|
472
|
H
| 297.3
| 324.481482
| 1,419
| 42.4
| 139
| 0
|
473
|
M
| 297.4
| 325.222222
| 1,497
| 41.8
| 144
| 0
|
474
|
M
| 297.4
| 325.222222
| 1,520
| 37
| 147
| 0
|
475
|
L
| 297.4
| 325.592593
| 1,478
| 49.8
| 150
| 0
|
476
|
L
| 297.4
| 325.592593
| 1,380
| 41.1
| 152
| 0
|
477
|
L
| 297.4
| 325.222222
| 1,570
| 37.9
| 154
| 0
|
478
|
H
| 297.4
| 325.222222
| 1,468
| 41.4
| 156
| 0
|
479
|
L
| 297.4
| 325.222222
| 1,833
| 22.6
| 161
| 0
|
480
|
M
| 297.4
| 324.851852
| 1,323
| 57.3
| 163
| 0
|
481
|
L
| 297.4
| 325.222222
| 1,583
| 32
| 166
| 0
|
482
|
M
| 297.3
| 325.222222
| 1,556
| 39.5
| 168
| 0
|
483
|
L
| 297.3
| 325.222222
| 1,548
| 37.4
| 171
| 0
|
484
|
L
| 297.4
| 325.222222
| 1,324
| 56.9
| 173
| 0
|
485
|
L
| 297.4
| 325.222222
| 1,568
| 33.7
| 175
| 0
|
486
|
M
| 297.4
| 325.222222
| 1,685
| 30.7
| 177
| 0
|
487
|
M
| 297.4
| 325.592593
| 1,582
| 35.9
| 180
| 0
|
488
|
M
| 297.4
| 325.592593
| 1,463
| 35
| 183
| 0
|
489
|
L
| 297.4
| 325.962963
| 1,584
| 42.8
| 186
| 0
|
490
|
M
| 297.5
| 325.962963
| 1,347
| 55.8
| 188
| 0
|
491
|
L
| 297.4
| 325.962963
| 1,459
| 37.9
| 191
| 0
|
492
|
L
| 297.4
| 325.962963
| 1,420
| 45.6
| 193
| 0
|
493
|
L
| 297.5
| 326.333333
| 1,404
| 43.5
| 195
| 0
|
494
|
L
| 297.5
| 326.333333
| 1,470
| 38.8
| 197
| 0
|
495
|
L
| 297.6
| 326.703704
| 1,326
| 49.8
| 199
| 0
|
496
|
H
| 297.5
| 326.333333
| 1,459
| 49.7
| 201
| 0
|
497
|
M
| 297.5
| 325.962963
| 1,530
| 40
| 206
| 0
|
498
|
L
| 297.4
| 325.222222
| 1,505
| 39.2
| 209
| 0
|
499
|
L
| 297.5
| 325.592593
| 1,611
| 30.2
| 211
| 0
|
500
|
L
| 297.5
| 325.592593
| 1,515
| 35.1
| 213
| 0
|
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