UDI
int64 2
10k
| Product ID
stringlengths 6
6
| Type
stringclasses 3
values | Air temperature [K]
float64 295
305
| Process temperature [K]
float64 306
314
| Rotational speed [rpm]
int64 1.17k
2.89k
| Torque [Nm]
float64 3.8
76.6
| Tool wear [min]
int64 0
253
| Target
int64 0
1
| Failure Type
stringclasses 6
values |
|---|---|---|---|---|---|---|---|---|---|
7,159
|
L54338
|
L
| 300.2
| 310
| 1,389
| 53.6
| 184
| 0
|
No Failure
|
5,471
|
M20330
|
M
| 302.7
| 312.2
| 1,585
| 35.5
| 167
| 0
|
No Failure
|
4,627
|
L51806
|
L
| 303
| 311.2
| 1,664
| 29.8
| 186
| 0
|
No Failure
|
1,183
|
L48362
|
L
| 297.3
| 308.3
| 1,410
| 48.1
| 23
| 0
|
No Failure
|
5,227
|
L52406
|
L
| 303.9
| 313
| 1,403
| 48.3
| 10
| 0
|
No Failure
|
1,258
|
L48437
|
L
| 297.5
| 308.9
| 1,466
| 43
| 15
| 0
|
No Failure
|
3,767
|
L50946
|
L
| 302.3
| 311.1
| 1,373
| 53
| 181
| 0
|
No Failure
|
4,181
|
L51360
|
L
| 302.4
| 310.8
| 1,686
| 28.8
| 150
| 0
|
No Failure
|
2,975
|
M17834
|
M
| 300.6
| 309.4
| 1,521
| 37.2
| 90
| 0
|
No Failure
|
6,200
|
L53379
|
L
| 300.9
| 310.9
| 1,497
| 43.2
| 62
| 0
|
No Failure
|
7,333
|
M22192
|
M
| 299.8
| 310.3
| 1,805
| 23.7
| 198
| 0
|
No Failure
|
5,965
|
H35378
|
H
| 300.5
| 310.8
| 1,631
| 30.5
| 132
| 0
|
No Failure
|
6,461
|
L53640
|
L
| 300.6
| 310
| 1,313
| 52.9
| 93
| 0
|
No Failure
|
7,549
|
L54728
|
L
| 300.2
| 311.4
| 1,495
| 43.6
| 95
| 0
|
No Failure
|
3,773
|
L50952
|
L
| 302.4
| 311.1
| 1,448
| 44.8
| 195
| 0
|
No Failure
|
9,791
|
L56970
|
L
| 298.6
| 309.5
| 1,483
| 43.2
| 92
| 0
|
No Failure
|
5,022
|
L52201
|
L
| 304
| 313
| 1,350
| 61.1
| 88
| 0
|
No Failure
|
2,560
|
L49739
|
L
| 299.3
| 309
| 1,447
| 50.4
| 140
| 0
|
random failures
|
6,584
|
M21443
|
M
| 301.5
| 310.5
| 1,503
| 38.2
| 200
| 0
|
No Failure
|
4,587
|
L51766
|
L
| 302.7
| 310.9
| 1,395
| 48.3
| 80
| 0
|
No Failure
|
36
|
M14895
|
M
| 298.8
| 309.2
| 1,452
| 48.6
| 98
| 0
|
No Failure
|
2,063
|
M16922
|
M
| 299.7
| 309.6
| 1,477
| 42.7
| 163
| 0
|
No Failure
|
8,499
|
L55678
|
L
| 298.4
| 309.6
| 1,479
| 37.8
| 144
| 0
|
No Failure
|
8,008
|
M22867
|
M
| 301
| 312.1
| 1,664
| 28.4
| 168
| 0
|
No Failure
|
2,992
|
M17851
|
M
| 300.5
| 309.7
| 1,341
| 50.9
| 137
| 0
|
No Failure
|
7,444
|
H36857
|
H
| 300.1
| 311.6
| 1,589
| 37.9
| 37
| 0
|
No Failure
|
2,641
|
M17500
|
M
| 299.9
| 309.5
| 1,372
| 56.2
| 133
| 0
|
No Failure
|
6,708
|
L53887
|
L
| 301.3
| 310.6
| 1,556
| 39
| 72
| 0
|
No Failure
|
809
|
L47988
|
L
| 296.9
| 307.7
| 1,424
| 43.3
| 120
| 0
|
No Failure
|
9,597
|
L56776
|
L
| 298.9
| 310.1
| 1,466
| 43.4
| 50
| 0
|
No Failure
|
3,157
|
L50336
|
L
| 300.4
| 309.7
| 1,467
| 36.9
| 131
| 0
|
No Failure
|
1,021
|
L48200
|
L
| 296.3
| 307.3
| 1,372
| 57.7
| 33
| 0
|
No Failure
|
532
|
L47711
|
L
| 297.6
| 309.5
| 1,549
| 34.9
| 68
| 0
|
No Failure
|
3,813
|
L50992
|
L
| 302
| 310.6
| 1,392
| 50
| 84
| 0
|
No Failure
|
4,197
|
M19056
|
M
| 302.5
| 311
| 1,563
| 35.6
| 190
| 0
|
No Failure
|
3,041
|
L50220
|
L
| 300.3
| 309.5
| 1,474
| 38.7
| 35
| 0
|
No Failure
|
6,471
|
L53650
|
L
| 300.4
| 309.6
| 1,379
| 54.5
| 122
| 0
|
No Failure
|
9,669
|
L56848
|
L
| 299.1
| 310.3
| 1,619
| 35.2
| 240
| 0
|
No Failure
|
5,357
|
H34770
|
H
| 303.3
| 312.6
| 1,692
| 29
| 125
| 0
|
No Failure
|
2,866
|
H32279
|
H
| 300.7
| 309.7
| 1,623
| 32.7
| 0
| 0
|
No Failure
|
1,905
|
M16764
|
M
| 298
| 307.6
| 1,569
| 35.6
| 173
| 0
|
No Failure
|
8,783
|
L55962
|
L
| 297.5
| 308.7
| 1,456
| 44.7
| 29
| 0
|
No Failure
|
879
|
M15738
|
M
| 295.7
| 306.3
| 1,685
| 34.9
| 84
| 0
|
No Failure
|
6,079
|
L53258
|
L
| 300.8
| 310.7
| 1,339
| 59.1
| 203
| 1
|
Overstrain Failure
|
4,655
|
M19514
|
M
| 303.1
| 311
| 1,510
| 47.6
| 16
| 0
|
No Failure
|
4,542
|
L51721
|
L
| 302.5
| 310.4
| 1,427
| 46.8
| 179
| 0
|
No Failure
|
9,126
|
L56305
|
L
| 297.4
| 308.5
| 1,569
| 34.2
| 72
| 0
|
No Failure
|
6,281
|
M21140
|
M
| 301.2
| 310.7
| 1,527
| 41.1
| 53
| 0
|
No Failure
|
1,156
|
H30569
|
H
| 297
| 307.9
| 1,846
| 27.3
| 179
| 0
|
No Failure
|
8,434
|
M23293
|
M
| 298.8
| 310.1
| 1,501
| 48.7
| 192
| 0
|
No Failure
|
1,889
|
M16748
|
M
| 297.8
| 307.4
| 1,902
| 24.3
| 129
| 0
|
No Failure
|
5,958
|
L53137
|
L
| 300.7
| 310.9
| 1,637
| 37.2
| 115
| 0
|
No Failure
|
201
|
L47380
|
L
| 298.4
| 308.6
| 1,609
| 35
| 103
| 0
|
No Failure
|
2,785
|
L49964
|
L
| 300.2
| 309.6
| 1,430
| 52.7
| 47
| 0
|
No Failure
|
6,405
|
M21264
|
M
| 300.2
| 309.7
| 1,183
| 61.4
| 170
| 0
|
No Failure
|
274
|
L47453
|
L
| 298.1
| 308
| 1,426
| 46
| 61
| 0
|
No Failure
|
8,768
|
L55947
|
L
| 297.5
| 308.6
| 1,380
| 53.5
| 192
| 0
|
No Failure
|
567
|
M15426
|
M
| 297.6
| 309.7
| 1,541
| 33.7
| 165
| 0
|
No Failure
|
2,810
|
L49989
|
L
| 299.9
| 309.2
| 1,598
| 34.6
| 111
| 0
|
No Failure
|
851
|
L48030
|
L
| 296.3
| 307.3
| 1,567
| 31.4
| 5
| 0
|
No Failure
|
2,681
|
L49860
|
L
| 299.8
| 309.5
| 1,641
| 27.1
| 16
| 0
|
No Failure
|
6,737
|
L53916
|
L
| 301.7
| 311
| 1,527
| 42.2
| 144
| 0
|
No Failure
|
9,220
|
M24079
|
M
| 297.7
| 308.8
| 1,350
| 57
| 105
| 0
|
No Failure
|
7,353
|
M22212
|
M
| 299.7
| 310.2
| 1,440
| 42.8
| 30
| 0
|
No Failure
|
9,079
|
L56258
|
L
| 297.3
| 308.1
| 1,566
| 35.7
| 156
| 0
|
No Failure
|
5,943
|
L53122
|
L
| 300.7
| 310.7
| 1,450
| 43.4
| 80
| 0
|
No Failure
|
4,301
|
M19160
|
M
| 301.7
| 310.1
| 1,644
| 34.6
| 5
| 0
|
No Failure
|
5,035
|
M19894
|
M
| 303.9
| 313.1
| 1,514
| 41.1
| 121
| 0
|
No Failure
|
7,530
|
L54709
|
L
| 300.1
| 311.4
| 1,467
| 35.7
| 45
| 0
|
No Failure
|
1,711
|
L48890
|
L
| 298.2
| 307.8
| 1,530
| 35.9
| 68
| 0
|
No Failure
|
1,089
|
M15948
|
M
| 296.9
| 307.8
| 1,392
| 43.9
| 0
| 0
|
No Failure
|
4,912
|
L52091
|
L
| 303.5
| 312.3
| 1,681
| 29.8
| 25
| 0
|
No Failure
|
4,544
|
M19403
|
M
| 302.6
| 310.5
| 1,542
| 39.9
| 184
| 0
|
No Failure
|
348
|
L47527
|
L
| 297.5
| 308.3
| 1,544
| 40.8
| 37
| 0
|
No Failure
|
7,982
|
L55161
|
L
| 301
| 312.3
| 1,445
| 36.4
| 105
| 0
|
No Failure
|
8,683
|
M23542
|
M
| 297.2
| 308.5
| 1,353
| 46.5
| 185
| 0
|
No Failure
|
5,605
|
L52784
|
L
| 302.9
| 312.2
| 1,513
| 37.8
| 92
| 0
|
No Failure
|
3,296
|
L50475
|
L
| 301.1
| 310.2
| 1,496
| 43.4
| 54
| 0
|
No Failure
|
5,457
|
M20316
|
M
| 303.1
| 312.6
| 1,567
| 32.9
| 132
| 0
|
No Failure
|
1,577
|
L48756
|
L
| 298.3
| 308.4
| 1,490
| 41.7
| 170
| 0
|
No Failure
|
2,103
|
L49282
|
L
| 299.3
| 309.3
| 1,325
| 62
| 47
| 0
|
No Failure
|
7,140
|
L54319
|
L
| 300.6
| 310.1
| 1,495
| 42.3
| 132
| 0
|
No Failure
|
2,074
|
L49253
|
L
| 299.6
| 309.4
| 1,677
| 31.1
| 191
| 0
|
No Failure
|
7,410
|
L54589
|
L
| 299.8
| 310.9
| 2,084
| 17.6
| 175
| 0
|
No Failure
|
372
|
L47551
|
L
| 297.5
| 308.4
| 1,604
| 38.1
| 106
| 0
|
No Failure
|
5,168
|
L52347
|
L
| 304.2
| 313.4
| 1,639
| 32.7
| 63
| 0
|
No Failure
|
3,232
|
L50411
|
L
| 300.7
| 309.3
| 1,425
| 45.3
| 100
| 0
|
No Failure
|
4,188
|
M19047
|
M
| 302.2
| 310.7
| 1,601
| 33
| 166
| 0
|
No Failure
|
6,304
|
H35717
|
H
| 301.2
| 310.6
| 1,457
| 50.5
| 114
| 0
|
No Failure
|
5,734
|
L52913
|
L
| 302.3
| 311.8
| 1,487
| 43.2
| 206
| 0
|
No Failure
|
4,574
|
H33987
|
H
| 302.8
| 311
| 1,436
| 43.5
| 47
| 0
|
No Failure
|
7,502
|
L54681
|
L
| 300.2
| 311.7
| 1,640
| 30.8
| 191
| 0
|
No Failure
|
7,440
|
L54619
|
L
| 300
| 311.3
| 1,493
| 41.4
| 28
| 0
|
No Failure
|
3,797
|
M18656
|
M
| 302.1
| 310.8
| 1,504
| 37.5
| 42
| 0
|
No Failure
|
559
|
L47738
|
L
| 297.5
| 309.4
| 1,650
| 34.6
| 142
| 0
|
No Failure
|
8,431
|
L55610
|
L
| 298.9
| 310.2
| 1,304
| 57.2
| 183
| 0
|
No Failure
|
6,384
|
H35797
|
H
| 300.2
| 309.7
| 1,483
| 43.8
| 108
| 0
|
No Failure
|
3,429
|
L50608
|
L
| 301.6
| 310.6
| 1,391
| 49.4
| 164
| 0
|
No Failure
|
1,423
|
L48602
|
L
| 298.7
| 309.8
| 1,530
| 35.5
| 0
| 0
|
No Failure
|
8,330
|
L55509
|
L
| 298.8
| 309.7
| 1,424
| 49.6
| 129
| 0
|
No Failure
|
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