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 |
|---|---|---|---|---|---|---|---|---|---|
4,453
|
M19312
|
M
| 302.5
| 310.3
| 1,447
| 39.2
| 172
| 0
|
No Failure
|
7,264
|
L54443
|
L
| 300.4
| 310.6
| 1,429
| 46.9
| 19
| 0
|
No Failure
|
9,771
|
H39184
|
H
| 298.6
| 309.5
| 1,584
| 31.8
| 27
| 0
|
No Failure
|
7,449
|
L54628
|
L
| 300.3
| 311.8
| 1,488
| 38.4
| 51
| 0
|
No Failure
|
4,837
|
L52016
|
L
| 303.3
| 311.8
| 1,315
| 62
| 42
| 1
|
Heat Dissipation Failure
|
1,069
|
L48248
|
L
| 296.8
| 307.8
| 1,394
| 47.7
| 155
| 0
|
No Failure
|
6,217
|
L53396
|
L
| 301.1
| 310.8
| 1,724
| 27.5
| 101
| 0
|
No Failure
|
5,840
|
M20699
|
M
| 301.4
| 311.2
| 1,541
| 36.3
| 28
| 0
|
No Failure
|
6,116
|
L53295
|
L
| 300.8
| 310.9
| 1,457
| 47.7
| 82
| 0
|
No Failure
|
5,994
|
M20853
|
M
| 300.7
| 310.6
| 1,407
| 42.4
| 218
| 0
|
No Failure
|
8,836
|
H38249
|
H
| 297.4
| 308.8
| 1,324
| 53.5
| 169
| 0
|
No Failure
|
2,007
|
M16866
|
M
| 298.5
| 308.3
| 1,381
| 50.5
| 22
| 0
|
No Failure
|
5,321
|
L52500
|
L
| 303.4
| 312.7
| 1,363
| 45.5
| 26
| 0
|
No Failure
|
5,130
|
M19989
|
M
| 304.1
| 313.3
| 1,725
| 28.3
| 177
| 0
|
No Failure
|
1,904
|
L49083
|
L
| 297.9
| 307.6
| 1,968
| 20.4
| 171
| 0
|
No Failure
|
6,319
|
M21178
|
M
| 300.9
| 310.3
| 1,416
| 50.9
| 152
| 0
|
No Failure
|
5,567
|
L52746
|
L
| 302.4
| 312
| 1,457
| 45.5
| 206
| 0
|
No Failure
|
7,106
|
L54285
|
L
| 300.9
| 310.4
| 1,536
| 34.2
| 45
| 0
|
No Failure
|
1,397
|
L48576
|
L
| 299
| 310.3
| 1,483
| 39.2
| 153
| 0
|
No Failure
|
1,135
|
M15994
|
M
| 296.9
| 307.8
| 1,426
| 50.7
| 130
| 0
|
No Failure
|
4,747
|
L51926
|
L
| 303.2
| 311.2
| 1,427
| 45.6
| 25
| 0
|
No Failure
|
8,076
|
L55255
|
L
| 300.4
| 312
| 1,366
| 43
| 117
| 0
|
No Failure
|
1,064
|
M15923
|
M
| 296.8
| 307.8
| 1,664
| 32.8
| 142
| 0
|
No Failure
|
7,722
|
L54901
|
L
| 300.5
| 311.6
| 1,425
| 42.4
| 102
| 0
|
No Failure
|
6,176
|
L53355
|
L
| 300.9
| 310.8
| 1,517
| 44.3
| 4
| 0
|
No Failure
|
508
|
H29921
|
H
| 297.8
| 309.4
| 1,445
| 48.2
| 10
| 0
|
No Failure
|
2,832
|
M17691
|
M
| 300.3
| 309.2
| 1,490
| 47.9
| 163
| 0
|
No Failure
|
535
|
L47714
|
L
| 297.5
| 309.3
| 1,623
| 33.4
| 74
| 0
|
No Failure
|
2,205
|
M17064
|
M
| 299.7
| 309.1
| 1,352
| 46.1
| 102
| 0
|
No Failure
|
9,385
|
M24244
|
M
| 297.6
| 308.1
| 1,379
| 57.4
| 122
| 0
|
No Failure
|
595
|
H30008
|
H
| 297.6
| 309.6
| 1,278
| 50.4
| 2
| 0
|
No Failure
|
1,790
|
L48969
|
L
| 298.2
| 307.9
| 1,313
| 67.3
| 67
| 1
|
Power Failure
|
2,235
|
L49414
|
L
| 299.4
| 308.6
| 1,492
| 40.5
| 181
| 0
|
No Failure
|
4,900
|
L52079
|
L
| 303.6
| 312.3
| 2,168
| 17.7
| 219
| 0
|
No Failure
|
687
|
M15546
|
M
| 297.7
| 309
| 1,504
| 40.4
| 35
| 0
|
No Failure
|
5,803
|
L52982
|
L
| 301.4
| 310.8
| 1,490
| 38
| 168
| 0
|
No Failure
|
5,178
|
H34591
|
H
| 304
| 313.1
| 1,388
| 53.2
| 91
| 0
|
No Failure
|
325
|
M15184
|
M
| 297.8
| 308.5
| 1,488
| 41.9
| 196
| 0
|
No Failure
|
1,886
|
L49065
|
L
| 298
| 307.6
| 1,683
| 32.8
| 122
| 0
|
No Failure
|
704
|
H30117
|
H
| 297.7
| 308.9
| 1,479
| 40.9
| 87
| 0
|
No Failure
|
9,080
|
H38493
|
H
| 297.3
| 308.1
| 1,554
| 42.4
| 158
| 0
|
No Failure
|
3,449
|
L50628
|
L
| 301.6
| 310.6
| 1,478
| 36.6
| 218
| 0
|
No Failure
|
7,533
|
M22392
|
M
| 300
| 311.3
| 1,629
| 32.1
| 55
| 0
|
No Failure
|
7,215
|
M22074
|
M
| 299.9
| 309.8
| 1,625
| 41.2
| 109
| 0
|
No Failure
|
8,172
|
H37585
|
H
| 300
| 311.4
| 1,641
| 34.5
| 155
| 0
|
No Failure
|
478
|
H29891
|
H
| 297.4
| 309
| 1,468
| 41.4
| 156
| 0
|
No Failure
|
4,144
|
L51323
|
L
| 301.7
| 310.1
| 1,500
| 39.6
| 56
| 0
|
No Failure
|
2,594
|
H32007
|
H
| 298.9
| 308.5
| 1,415
| 54
| 6
| 0
|
No Failure
|
658
|
L47837
|
L
| 297.7
| 309.2
| 1,365
| 58.6
| 170
| 0
|
No Failure
|
2,668
|
M17527
|
M
| 299.8
| 309.3
| 1,663
| 35.2
| 208
| 0
|
No Failure
|
8,546
|
L55725
|
L
| 298.4
| 309.3
| 1,806
| 27.6
| 64
| 0
|
No Failure
|
7,903
|
M22762
|
M
| 300.7
| 312.3
| 1,430
| 47.2
| 131
| 0
|
No Failure
|
4,384
|
L51563
|
L
| 301.7
| 309.5
| 1,298
| 65.5
| 229
| 1
|
Heat Dissipation Failure
|
630
|
L47809
|
L
| 298.3
| 310.1
| 1,523
| 45.9
| 99
| 0
|
No Failure
|
8,010
|
H37423
|
H
| 300.9
| 312
| 2,129
| 17.8
| 173
| 0
|
No Failure
|
8,542
|
L55721
|
L
| 298.5
| 309.5
| 1,738
| 25.2
| 49
| 0
|
No Failure
|
7,088
|
L54267
|
L
| 300.6
| 310.3
| 1,648
| 30.5
| 217
| 1
|
Tool Wear Failure
|
8,071
|
M22930
|
M
| 300.5
| 312
| 1,867
| 23
| 103
| 0
|
No Failure
|
6,113
|
L53292
|
L
| 300.7
| 310.8
| 1,925
| 22
| 74
| 0
|
No Failure
|
713
|
L47892
|
L
| 297.5
| 308.7
| 1,453
| 37.6
| 112
| 0
|
No Failure
|
1,080
|
L48259
|
L
| 297
| 307.7
| 1,731
| 28.5
| 186
| 0
|
No Failure
|
4,081
|
L51260
|
L
| 302
| 310.4
| 1,357
| 58
| 108
| 1
|
Heat Dissipation Failure
|
4,509
|
L51688
|
L
| 302.4
| 310
| 1,426
| 46.6
| 102
| 0
|
No Failure
|
7,689
|
L54868
|
L
| 300.6
| 311.7
| 1,553
| 39.8
| 0
| 0
|
No Failure
|
2,180
|
L49359
|
L
| 299.6
| 309.2
| 1,601
| 33.3
| 33
| 0
|
No Failure
|
2,867
|
L50046
|
L
| 300.8
| 309.7
| 1,997
| 20.7
| 5
| 0
|
No Failure
|
5,632
|
L52811
|
L
| 302.8
| 312.2
| 1,515
| 36.8
| 162
| 0
|
No Failure
|
6,745
|
M21604
|
M
| 301.7
| 311
| 1,298
| 58.1
| 168
| 0
|
No Failure
|
3,930
|
M18789
|
M
| 302.7
| 311.6
| 1,501
| 38.8
| 171
| 0
|
No Failure
|
6,823
|
M21682
|
M
| 300.9
| 310.6
| 1,709
| 29.2
| 158
| 0
|
No Failure
|
7,340
|
L54519
|
L
| 299.8
| 310.4
| 1,579
| 36.4
| 0
| 0
|
No Failure
|
3,228
|
M18087
|
M
| 300.5
| 309.3
| 1,589
| 34.9
| 91
| 0
|
No Failure
|
3,998
|
L51177
|
L
| 302.2
| 311.1
| 1,394
| 53.7
| 140
| 0
|
No Failure
|
2,407
|
L49586
|
L
| 299.1
| 308.6
| 1,437
| 41.6
| 183
| 0
|
No Failure
|
8,559
|
M23418
|
M
| 298.3
| 309
| 1,505
| 41.3
| 93
| 0
|
No Failure
|
522
|
L47701
|
L
| 297.5
| 309.4
| 1,497
| 35.8
| 44
| 0
|
No Failure
|
1,184
|
L48363
|
L
| 297.3
| 308.4
| 1,513
| 40.5
| 25
| 0
|
No Failure
|
5,203
|
L52382
|
L
| 303.7
| 312.7
| 1,335
| 51.1
| 161
| 0
|
No Failure
|
7,419
|
M22278
|
M
| 300.2
| 311.4
| 1,427
| 39.7
| 196
| 0
|
No Failure
|
7,515
|
L54694
|
L
| 300.4
| 311.8
| 1,636
| 32.3
| 7
| 0
|
No Failure
|
9,317
|
H38730
|
H
| 298.5
| 309.4
| 1,417
| 41.2
| 155
| 0
|
No Failure
|
5,498
|
M20357
|
M
| 302.9
| 312.5
| 1,551
| 40
| 20
| 0
|
No Failure
|
4,508
|
L51687
|
L
| 302.4
| 310.1
| 1,709
| 31.8
| 100
| 0
|
No Failure
|
3,717
|
L50896
|
L
| 302.3
| 311.4
| 1,609
| 32.3
| 49
| 0
|
No Failure
|
5,601
|
L52780
|
L
| 302.8
| 312.1
| 1,487
| 36.6
| 84
| 0
|
No Failure
|
2,577
|
L49756
|
L
| 299.5
| 309.3
| 1,523
| 41.5
| 181
| 0
|
No Failure
|
2,914
|
L50093
|
L
| 300.7
| 309.6
| 1,541
| 34.6
| 131
| 0
|
No Failure
|
3,132
|
L50311
|
L
| 300.1
| 309.5
| 1,660
| 32.7
| 57
| 0
|
No Failure
|
6,011
|
H35424
|
H
| 300.7
| 310.7
| 1,428
| 43.4
| 26
| 0
|
No Failure
|
4,436
|
L51615
|
L
| 302.3
| 310.1
| 1,321
| 52.7
| 134
| 1
|
Heat Dissipation Failure
|
2,090
|
L49269
|
L
| 299.5
| 309.3
| 1,941
| 22.5
| 18
| 0
|
No Failure
|
3,312
|
L50491
|
L
| 301.3
| 310.4
| 1,459
| 44.7
| 92
| 0
|
No Failure
|
7,489
|
L54668
|
L
| 300.3
| 311.7
| 1,545
| 43.5
| 160
| 0
|
random failures
|
4,590
|
L51769
|
L
| 302.8
| 311.1
| 1,721
| 30
| 87
| 0
|
No Failure
|
8,734
|
M23593
|
M
| 297.3
| 308.7
| 1,447
| 44.5
| 105
| 0
|
No Failure
|
5,356
|
H34769
|
H
| 303.3
| 312.5
| 1,328
| 49.8
| 120
| 0
|
No Failure
|
2,337
|
L49516
|
L
| 299.2
| 308.4
| 1,434
| 46.8
| 2
| 0
|
No Failure
|
7,102
|
L54281
|
L
| 300.8
| 310.2
| 1,850
| 22.8
| 33
| 0
|
No Failure
|
1,502
|
M16361
|
M
| 298
| 308.7
| 1,436
| 48.2
| 201
| 0
|
No Failure
|
1,544
|
L48723
|
L
| 298.4
| 308.9
| 1,628
| 34.9
| 93
| 0
|
No Failure
|
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