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 |
|---|---|---|---|---|---|---|---|---|---|
4,190
|
L51369
|
L
| 302.4
| 310.9
| 1,560
| 31.8
| 172
| 0
|
No Failure
|
494
|
L47673
|
L
| 297.5
| 309.3
| 1,470
| 38.8
| 197
| 0
|
No Failure
|
9,822
|
L57001
|
L
| 298.6
| 309.4
| 1,667
| 35.6
| 185
| 0
|
No Failure
|
2,844
|
L50023
|
L
| 300.3
| 309.2
| 1,532
| 40.2
| 194
| 0
|
No Failure
|
9,492
|
M24351
|
M
| 299
| 309.7
| 1,489
| 40.7
| 212
| 0
|
No Failure
|
8,218
|
L55397
|
L
| 299.1
| 310.6
| 1,577
| 37.1
| 44
| 0
|
No Failure
|
2,369
|
M17228
|
M
| 299.3
| 308.4
| 1,468
| 42.2
| 83
| 0
|
No Failure
|
9,631
|
L56810
|
L
| 299
| 310.1
| 1,583
| 35.8
| 142
| 0
|
No Failure
|
2,035
|
M16894
|
M
| 298.8
| 308.5
| 1,425
| 47.4
| 90
| 0
|
No Failure
|
5,937
|
M20796
|
M
| 300.5
| 310.4
| 1,548
| 37.3
| 65
| 0
|
No Failure
|
8,083
|
H37496
|
H
| 300.1
| 311.5
| 1,422
| 46.2
| 134
| 0
|
No Failure
|
6,667
|
L53846
|
L
| 301.3
| 310.4
| 1,414
| 51.4
| 199
| 0
|
No Failure
|
9,904
|
M24763
|
M
| 298.7
| 309.2
| 1,437
| 45.7
| 195
| 0
|
No Failure
|
6,238
|
L53417
|
L
| 301.4
| 310.9
| 1,414
| 38.8
| 162
| 0
|
No Failure
|
1,815
|
L48994
|
L
| 298.1
| 307.7
| 1,650
| 34.1
| 138
| 0
|
No Failure
|
2,325
|
L49504
|
L
| 299.3
| 308.8
| 1,636
| 29.9
| 201
| 0
|
No Failure
|
8,108
|
H37521
|
H
| 300.3
| 311.9
| 1,390
| 49
| 194
| 0
|
No Failure
|
5,325
|
M20184
|
M
| 303.4
| 312.8
| 1,526
| 30.8
| 37
| 0
|
No Failure
|
7,785
|
L54964
|
L
| 300.3
| 311.5
| 1,403
| 60.1
| 58
| 0
|
No Failure
|
3,364
|
L50543
|
L
| 301.4
| 310.6
| 1,555
| 43.3
| 212
| 0
|
No Failure
|
2,285
|
L49464
|
L
| 299.2
| 308.5
| 1,378
| 53.4
| 100
| 0
|
No Failure
|
4,366
|
L51545
|
L
| 302
| 310
| 1,449
| 48.8
| 181
| 0
|
No Failure
|
586
|
L47765
|
L
| 297.6
| 309.5
| 2,001
| 20.5
| 220
| 0
|
No Failure
|
5,892
|
L53071
|
L
| 301.4
| 311
| 1,334
| 53.3
| 157
| 0
|
No Failure
|
9,322
|
L56501
|
L
| 298.4
| 309.2
| 1,335
| 53.5
| 168
| 0
|
No Failure
|
2,746
|
M17605
|
M
| 299.7
| 309.1
| 1,603
| 38.5
| 170
| 0
|
No Failure
|
5,513
|
L52692
|
L
| 302.8
| 312.2
| 1,682
| 30.9
| 58
| 0
|
No Failure
|
6,934
|
L54113
|
L
| 300.8
| 311.4
| 1,492
| 40.6
| 20
| 0
|
No Failure
|
5,907
|
L53086
|
L
| 300.7
| 310.3
| 1,533
| 35.6
| 198
| 0
|
No Failure
|
6,936
|
L54115
|
L
| 300.7
| 311.2
| 1,878
| 24.3
| 24
| 0
|
No Failure
|
3,595
|
M18454
|
M
| 301.6
| 310.4
| 1,452
| 45.7
| 164
| 0
|
No Failure
|
7,321
|
H36734
|
H
| 299.8
| 310.2
| 1,411
| 49.7
| 161
| 0
|
No Failure
|
8,383
|
L55562
|
L
| 298.9
| 310
| 1,719
| 27.3
| 58
| 0
|
No Failure
|
8,969
|
L56148
|
L
| 297.1
| 307.8
| 1,454
| 50.6
| 94
| 0
|
No Failure
|
7,946
|
L55125
|
L
| 300.8
| 311.7
| 1,655
| 32.2
| 12
| 0
|
No Failure
|
5,474
|
L52653
|
L
| 302.7
| 312.2
| 1,369
| 51.8
| 174
| 0
|
No Failure
|
5,414
|
H34827
|
H
| 302.7
| 312.5
| 1,527
| 36.4
| 26
| 0
|
No Failure
|
1,315
|
M16174
|
M
| 299
| 310.3
| 1,635
| 34.5
| 168
| 0
|
No Failure
|
2,640
|
M17499
|
M
| 299.8
| 309.4
| 1,412
| 47.8
| 130
| 0
|
No Failure
|
5,336
|
M20195
|
M
| 303.3
| 312.4
| 1,505
| 38.9
| 68
| 0
|
No Failure
|
8,118
|
L55297
|
L
| 300.3
| 311.7
| 1,406
| 47.5
| 14
| 0
|
No Failure
|
9,115
|
L56294
|
L
| 297.6
| 308.7
| 1,476
| 39
| 44
| 0
|
No Failure
|
5,638
|
M20497
|
M
| 302.5
| 312
| 1,487
| 46.1
| 175
| 0
|
No Failure
|
761
|
L47940
|
L
| 296.7
| 307.8
| 1,505
| 39.4
| 236
| 0
|
No Failure
|
8,850
|
L56029
|
L
| 297.5
| 308.9
| 1,596
| 30.7
| 5
| 0
|
No Failure
|
2,493
|
H31906
|
H
| 299
| 308.8
| 1,382
| 58.5
| 199
| 0
|
No Failure
|
1,871
|
L49050
|
L
| 298.3
| 308
| 1,486
| 42.3
| 86
| 0
|
No Failure
|
4,783
|
L51962
|
L
| 303.8
| 312.5
| 1,368
| 52.6
| 123
| 0
|
No Failure
|
4,168
|
M19027
|
M
| 302.3
| 310.7
| 1,559
| 33.9
| 119
| 0
|
No Failure
|
4,740
|
L51919
|
L
| 303.2
| 311.4
| 1,351
| 53.8
| 8
| 1
|
Heat Dissipation Failure
|
9,609
|
M24468
|
M
| 298.9
| 310.1
| 1,513
| 41.5
| 80
| 0
|
No Failure
|
6,680
|
L53859
|
L
| 301.6
| 310.8
| 1,392
| 42.4
| 3
| 0
|
No Failure
|
5,145
|
L52324
|
L
| 304.4
| 313.7
| 1,607
| 33.5
| 5
| 0
|
No Failure
|
8,765
|
L55944
|
L
| 297.4
| 308.8
| 1,620
| 33.4
| 186
| 0
|
No Failure
|
4,063
|
L51242
|
L
| 302
| 310.9
| 1,446
| 44
| 64
| 0
|
No Failure
|
5,890
|
M20749
|
M
| 301.4
| 311
| 1,234
| 55.8
| 152
| 0
|
No Failure
|
5,376
|
L52555
|
L
| 302.9
| 312.3
| 1,530
| 34.9
| 185
| 0
|
No Failure
|
208
|
M15067
|
M
| 298.4
| 308.7
| 1,421
| 60.7
| 119
| 1
|
Power Failure
|
8,472
|
L55651
|
L
| 298.6
| 309.8
| 1,332
| 46.4
| 76
| 0
|
No Failure
|
569
|
L47748
|
L
| 297.8
| 309.7
| 1,935
| 22.1
| 171
| 0
|
No Failure
|
1,375
|
L48554
|
L
| 298.8
| 310.3
| 1,553
| 36.8
| 97
| 0
|
No Failure
|
4,517
|
L51696
|
L
| 302.5
| 310.3
| 1,539
| 39
| 119
| 0
|
No Failure
|
546
|
L47725
|
L
| 297.6
| 309.4
| 1,958
| 22.1
| 108
| 0
|
No Failure
|
4,315
|
H33728
|
H
| 301.4
| 310.1
| 1,623
| 32.3
| 39
| 0
|
No Failure
|
3,470
|
M18329
|
M
| 301.8
| 310.7
| 1,429
| 47.9
| 53
| 0
|
No Failure
|
8,661
|
L55840
|
L
| 297.4
| 308.5
| 1,295
| 52.1
| 130
| 0
|
No Failure
|
344
|
L47523
|
L
| 297.5
| 308.3
| 1,388
| 48.6
| 27
| 0
|
No Failure
|
7,719
|
H37132
|
H
| 300.6
| 311.7
| 1,427
| 44.6
| 87
| 0
|
No Failure
|
9,974
|
L57153
|
L
| 298.5
| 308.2
| 1,444
| 40.5
| 170
| 0
|
No Failure
|
986
|
L48165
|
L
| 296.4
| 307.2
| 1,748
| 25.3
| 144
| 0
|
No Failure
|
7,258
|
L54437
|
L
| 300.2
| 310.4
| 1,518
| 41.8
| 5
| 0
|
No Failure
|
5,889
|
M20748
|
M
| 301.5
| 311.1
| 1,507
| 38.6
| 149
| 0
|
No Failure
|
267
|
H29680
|
H
| 298
| 308.1
| 1,440
| 43.7
| 37
| 0
|
No Failure
|
7,709
|
L54888
|
L
| 300.5
| 311.4
| 1,709
| 32.3
| 64
| 0
|
No Failure
|
338
|
L47517
|
L
| 297.6
| 308.3
| 1,742
| 27.7
| 13
| 0
|
No Failure
|
1,627
|
M16486
|
M
| 297.9
| 307.8
| 1,303
| 59.3
| 75
| 0
|
No Failure
|
3,530
|
L50709
|
L
| 301.9
| 310.9
| 1,567
| 39
| 214
| 1
|
Tool Wear Failure
|
7,370
|
M22229
|
M
| 299.6
| 310.1
| 1,646
| 29.6
| 73
| 0
|
No Failure
|
6,592
|
L53771
|
L
| 301.7
| 310.7
| 2,023
| 20.9
| 5
| 0
|
No Failure
|
6,909
|
L54088
|
L
| 300.9
| 311.3
| 1,613
| 32.7
| 170
| 0
|
No Failure
|
5,442
|
M20301
|
M
| 303
| 312.6
| 1,392
| 42.9
| 94
| 0
|
No Failure
|
6,249
|
L53428
|
L
| 300.8
| 310.1
| 1,405
| 61.2
| 189
| 1
|
Power Failure
|
4,732
|
L51911
|
L
| 303.3
| 311.6
| 1,301
| 45.1
| 219
| 1
|
Heat Dissipation Failure
|
5,541
|
L52720
|
L
| 302.4
| 311.8
| 1,493
| 38.4
| 132
| 0
|
No Failure
|
7,866
|
L55045
|
L
| 300.5
| 311.9
| 1,383
| 50.5
| 35
| 0
|
No Failure
|
1,540
|
M16399
|
M
| 298.5
| 309.2
| 1,449
| 46.4
| 83
| 0
|
No Failure
|
9,462
|
M24321
|
M
| 298.4
| 309.2
| 1,414
| 46.4
| 128
| 0
|
No Failure
|
2,535
|
L49714
|
L
| 298.9
| 308.7
| 1,729
| 26.6
| 73
| 0
|
No Failure
|
4,292
|
L51471
|
L
| 301.8
| 310
| 2,032
| 19
| 203
| 0
|
No Failure
|
7,047
|
M21906
|
M
| 300.7
| 310.5
| 1,863
| 22.2
| 111
| 0
|
No Failure
|
9,075
|
M23934
|
M
| 297.2
| 308.1
| 1,554
| 41.3
| 147
| 0
|
No Failure
|
1,274
|
L48453
|
L
| 298.1
| 309.4
| 1,397
| 48.2
| 63
| 0
|
No Failure
|
726
|
L47905
|
L
| 297.4
| 308.8
| 1,640
| 34.2
| 142
| 0
|
No Failure
|
506
|
L47685
|
L
| 297.6
| 309.3
| 1,610
| 35
| 6
| 0
|
No Failure
|
9,655
|
L56834
|
L
| 299.1
| 310
| 1,367
| 56.3
| 203
| 1
|
Overstrain Failure
|
7,554
|
L54733
|
L
| 300.3
| 311.3
| 1,505
| 39.6
| 107
| 0
|
No Failure
|
4,016
|
L51195
|
L
| 302.1
| 310.9
| 1,477
| 41.4
| 184
| 0
|
No Failure
|
5,908
|
H35321
|
H
| 300.8
| 310.4
| 1,419
| 46.4
| 200
| 0
|
No Failure
|
1,532
|
H30945
|
H
| 298.1
| 309
| 1,438
| 41.4
| 60
| 0
|
No Failure
|
278
|
H29691
|
H
| 298
| 308
| 1,479
| 50.7
| 70
| 0
|
No Failure
|
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