UDI
int64 | Type
string | Air temperature
float64 | Process temperature
float64 | Rotational speed
int64 | Torque
float64 | Tool wear
int64 | Failure
int64 |
|---|---|---|---|---|---|---|---|
5,301
|
M
| 303.8
| 340.777778
| 1,710
| 26.5
| 190
| 0
|
5,302
|
L
| 303.8
| 340.407407
| 1,309
| 55.8
| 193
| 0
|
5,303
|
L
| 303.9
| 340.407407
| 1,491
| 37.2
| 195
| 0
|
5,304
|
L
| 303.9
| 340.777778
| 1,481
| 44.1
| 197
| 0
|
5,305
|
L
| 303.9
| 340.407407
| 1,425
| 49.3
| 199
| 0
|
5,306
|
H
| 303.9
| 340.777778
| 1,680
| 29.1
| 201
| 0
|
5,307
|
H
| 304
| 340.777778
| 1,612
| 31.7
| 206
| 0
|
5,308
|
L
| 304
| 341.148148
| 1,530
| 34.8
| 211
| 0
|
5,309
|
L
| 304
| 340.777778
| 1,481
| 42.6
| 213
| 0
|
5,310
|
M
| 303.9
| 340.777778
| 1,422
| 48
| 215
| 1
|
5,311
|
L
| 303.8
| 340.037037
| 1,427
| 43
| 0
| 0
|
5,312
|
H
| 303.7
| 339.666667
| 1,460
| 49.8
| 2
| 0
|
5,313
|
L
| 303.6
| 339.666667
| 1,873
| 23.5
| 7
| 0
|
5,314
|
M
| 303.7
| 339.666667
| 1,566
| 32.6
| 9
| 0
|
5,315
|
L
| 303.6
| 339.296296
| 1,701
| 30.8
| 12
| 0
|
5,316
|
L
| 303.6
| 339.296296
| 1,710
| 27.2
| 14
| 0
|
5,317
|
M
| 303.6
| 339.296296
| 1,689
| 33.1
| 16
| 0
|
5,318
|
L
| 303.6
| 338.925926
| 1,637
| 32.9
| 19
| 0
|
5,319
|
L
| 303.5
| 338.555556
| 1,496
| 39
| 21
| 0
|
5,320
|
M
| 303.5
| 338.925926
| 1,402
| 47
| 23
| 0
|
5,321
|
L
| 303.4
| 338.925926
| 1,363
| 45.5
| 26
| 0
|
5,322
|
M
| 303.4
| 338.925926
| 1,576
| 49.9
| 28
| 0
|
5,323
|
M
| 303.4
| 338.925926
| 1,357
| 55.3
| 31
| 0
|
5,324
|
M
| 303.4
| 338.925926
| 1,399
| 48.4
| 34
| 0
|
5,325
|
M
| 303.4
| 339.296296
| 1,526
| 30.8
| 37
| 0
|
5,326
|
L
| 303.5
| 338.925926
| 1,694
| 27.3
| 40
| 0
|
5,327
|
M
| 303.5
| 338.925926
| 1,420
| 49.1
| 42
| 0
|
5,328
|
M
| 303.5
| 338.925926
| 2,116
| 16.7
| 45
| 0
|
5,329
|
M
| 303.7
| 339.666667
| 1,406
| 41.9
| 48
| 0
|
5,330
|
L
| 303.7
| 340.037037
| 1,456
| 45.5
| 51
| 0
|
5,331
|
L
| 303.6
| 339.666667
| 1,588
| 31.9
| 53
| 0
|
5,332
|
L
| 303.7
| 339.296296
| 1,448
| 44.5
| 55
| 0
|
5,333
|
H
| 303.6
| 338.925926
| 1,403
| 46.2
| 57
| 0
|
5,334
|
M
| 303.5
| 338.555556
| 1,405
| 51.6
| 62
| 0
|
5,335
|
M
| 303.4
| 338.555556
| 2,706
| 9.8
| 65
| 1
|
5,336
|
M
| 303.3
| 337.814815
| 1,505
| 38.9
| 68
| 0
|
5,337
|
L
| 303.2
| 337.814815
| 1,663
| 33.7
| 71
| 0
|
5,338
|
M
| 303.3
| 338.555556
| 1,482
| 44.4
| 73
| 0
|
5,339
|
M
| 303.3
| 338.185185
| 1,674
| 32.7
| 76
| 0
|
5,340
|
M
| 303.4
| 338.925926
| 1,594
| 32.8
| 79
| 0
|
5,341
|
L
| 303.5
| 338.925926
| 1,393
| 49.3
| 82
| 0
|
5,342
|
H
| 303.5
| 339.296296
| 1,404
| 55.8
| 84
| 0
|
5,343
|
M
| 303.5
| 339.296296
| 1,375
| 45.7
| 89
| 0
|
5,344
|
L
| 303.5
| 339.296296
| 1,607
| 38.4
| 92
| 0
|
5,345
|
L
| 303.4
| 339.296296
| 1,360
| 50.8
| 94
| 0
|
5,346
|
L
| 303.5
| 339.296296
| 1,524
| 39.4
| 96
| 0
|
5,347
|
L
| 303.4
| 338.925926
| 1,534
| 35.5
| 98
| 0
|
5,348
|
L
| 303.3
| 338.925926
| 1,262
| 63.8
| 100
| 0
|
5,349
|
L
| 303.3
| 338.555556
| 1,623
| 34.6
| 102
| 0
|
5,350
|
M
| 303.3
| 338.925926
| 1,642
| 33.6
| 104
| 0
|
5,351
|
M
| 303.4
| 339.296296
| 1,622
| 35.1
| 107
| 0
|
5,352
|
M
| 303.5
| 339.666667
| 1,530
| 34.5
| 110
| 0
|
5,353
|
M
| 303.4
| 339.296296
| 1,590
| 36.3
| 113
| 0
|
5,354
|
L
| 303.4
| 338.925926
| 1,589
| 34
| 116
| 0
|
5,355
|
L
| 303.4
| 338.555556
| 1,462
| 37.5
| 118
| 0
|
5,356
|
H
| 303.3
| 338.185185
| 1,328
| 49.8
| 120
| 0
|
5,357
|
H
| 303.3
| 338.555556
| 1,692
| 29
| 125
| 0
|
5,358
|
L
| 303.3
| 338.185185
| 1,968
| 20.6
| 130
| 0
|
5,359
|
H
| 303.3
| 338.555556
| 1,827
| 24.2
| 132
| 0
|
5,360
|
M
| 303.3
| 338.555556
| 1,397
| 47.1
| 137
| 0
|
5,361
|
L
| 303.3
| 338.555556
| 1,463
| 44
| 140
| 0
|
5,362
|
L
| 303.3
| 338.925926
| 1,643
| 30.7
| 142
| 0
|
5,363
|
L
| 303.2
| 338.555556
| 1,281
| 57
| 144
| 0
|
5,364
|
L
| 303.2
| 338.185185
| 1,518
| 39.9
| 146
| 0
|
5,365
|
L
| 303.2
| 338.555556
| 1,601
| 35.3
| 148
| 0
|
5,366
|
L
| 303.1
| 338.555556
| 1,548
| 36.4
| 150
| 0
|
5,367
|
H
| 303.1
| 338.555556
| 1,404
| 40.6
| 152
| 0
|
5,368
|
M
| 303.1
| 338.185185
| 1,766
| 26.7
| 157
| 0
|
5,369
|
M
| 303.1
| 338.185185
| 1,667
| 30
| 160
| 0
|
5,370
|
H
| 303
| 338.185185
| 1,507
| 37.9
| 163
| 0
|
5,371
|
H
| 303
| 337.814815
| 1,627
| 37.1
| 168
| 0
|
5,372
|
L
| 302.9
| 337.444444
| 1,435
| 47.7
| 173
| 0
|
5,373
|
H
| 302.9
| 337.444444
| 1,509
| 46.8
| 175
| 0
|
5,374
|
M
| 302.9
| 337.444444
| 1,809
| 25
| 180
| 0
|
5,375
|
L
| 302.9
| 337.444444
| 1,515
| 40.8
| 183
| 0
|
5,376
|
L
| 302.9
| 337.444444
| 1,530
| 34.9
| 185
| 0
|
5,377
|
H
| 302.8
| 337.444444
| 1,336
| 57.5
| 187
| 0
|
5,378
|
L
| 302.9
| 337.814815
| 2,030
| 19.1
| 192
| 0
|
5,379
|
L
| 302.9
| 337.814815
| 1,550
| 36.9
| 194
| 0
|
5,380
|
L
| 302.9
| 337.814815
| 1,446
| 41.7
| 196
| 0
|
5,381
|
L
| 302.8
| 337.444444
| 1,494
| 37.5
| 198
| 0
|
5,382
|
L
| 302.8
| 337.814815
| 1,651
| 27
| 200
| 0
|
5,383
|
L
| 302.9
| 337.814815
| 1,698
| 33.8
| 202
| 0
|
5,384
|
L
| 302.8
| 337.444444
| 1,504
| 40.3
| 204
| 0
|
5,385
|
M
| 302.9
| 337.814815
| 1,421
| 46
| 206
| 0
|
5,386
|
H
| 302.9
| 337.444444
| 1,754
| 26.9
| 209
| 0
|
5,387
|
L
| 302.9
| 337.074074
| 1,469
| 42
| 214
| 0
|
5,388
|
L
| 302.8
| 337.074074
| 1,433
| 50
| 216
| 0
|
5,389
|
M
| 302.8
| 337.444444
| 1,432
| 49
| 218
| 0
|
5,390
|
L
| 302.8
| 337.444444
| 1,366
| 49.1
| 221
| 0
|
5,391
|
H
| 302.8
| 337.444444
| 1,483
| 47.2
| 223
| 0
|
5,392
|
L
| 302.7
| 337.074074
| 1,572
| 34.4
| 228
| 0
|
5,393
|
L
| 302.8
| 337.074074
| 1,481
| 40.2
| 230
| 0
|
5,394
|
L
| 302.8
| 337.444444
| 1,473
| 42.6
| 232
| 0
|
5,395
|
M
| 302.8
| 337.444444
| 1,262
| 70.5
| 234
| 1
|
5,396
|
L
| 302.8
| 337.814815
| 1,529
| 36.8
| 237
| 0
|
5,397
|
L
| 302.8
| 337.814815
| 1,523
| 39.7
| 239
| 0
|
5,398
|
M
| 302.8
| 337.444444
| 1,416
| 42.7
| 241
| 0
|
5,399
|
L
| 302.9
| 337.814815
| 1,923
| 23.9
| 244
| 0
|
5,400
|
H
| 302.8
| 337.814815
| 1,411
| 53.8
| 246
| 1
|
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