Dataset Viewer
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 |
|---|---|---|---|---|---|---|---|---|---|
333
|
M15192
|
M
| 297.6
| 308.3
| 1,538
| 40.2
| 0
| 0
|
No Failure
|
9,691
|
M24550
|
M
| 298.9
| 310
| 1,520
| 35.6
| 48
| 0
|
No Failure
|
5,969
|
L53148
|
L
| 300.4
| 310.8
| 1,348
| 56
| 146
| 0
|
No Failure
|
8,539
|
L55718
|
L
| 298.5
| 309.4
| 1,548
| 37.7
| 43
| 0
|
No Failure
|
7,247
|
L54426
|
L
| 299.9
| 310.1
| 1,681
| 29.1
| 197
| 0
|
No Failure
|
3,560
|
M18419
|
M
| 301.7
| 310.7
| 1,659
| 29.9
| 73
| 0
|
No Failure
|
1,431
|
L48610
|
L
| 298.9
| 310
| 1,378
| 49.3
| 18
| 0
|
No Failure
|
2,955
|
H32368
|
H
| 300.6
| 309.4
| 1,691
| 28
| 36
| 0
|
No Failure
|
8,275
|
L55454
|
L
| 298.9
| 310.5
| 1,640
| 29.2
| 195
| 0
|
No Failure
|
4,352
|
L51531
|
L
| 301.8
| 309.6
| 1,432
| 43.7
| 138
| 0
|
No Failure
|
7,955
|
L55134
|
L
| 301
| 311.9
| 1,454
| 41.9
| 33
| 0
|
No Failure
|
300
|
M15159
|
M
| 297.8
| 308.3
| 1,567
| 35.6
| 131
| 0
|
No Failure
|
7,798
|
L54977
|
L
| 300
| 311.4
| 1,476
| 39
| 92
| 0
|
No Failure
|
9,056
|
H38469
|
H
| 297.3
| 308.4
| 1,864
| 23.1
| 90
| 0
|
No Failure
|
6,744
|
L53923
|
L
| 301.7
| 311.2
| 1,418
| 38
| 166
| 0
|
No Failure
|
3,363
|
L50542
|
L
| 301.4
| 310.6
| 1,445
| 43.9
| 210
| 0
|
No Failure
|
6,754
|
L53933
|
L
| 301.6
| 310.9
| 1,385
| 50.7
| 195
| 0
|
No Failure
|
777
|
L47956
|
L
| 296.7
| 307.8
| 1,468
| 39.2
| 35
| 0
|
No Failure
|
9,802
|
M24661
|
M
| 298.4
| 309.3
| 1,496
| 45.6
| 129
| 0
|
No Failure
|
6,137
|
H35550
|
H
| 300.9
| 310.8
| 1,390
| 40.6
| 131
| 0
|
No Failure
|
8,476
|
M23335
|
M
| 298.5
| 309.7
| 1,557
| 37.7
| 86
| 0
|
No Failure
|
3,360
|
L50539
|
L
| 301.5
| 310.6
| 1,525
| 41.9
| 204
| 0
|
No Failure
|
9,260
|
M24119
|
M
| 298.2
| 309
| 1,694
| 28
| 5
| 0
|
No Failure
|
9,706
|
L56885
|
L
| 298.9
| 310
| 1,482
| 41.1
| 82
| 0
|
No Failure
|
1,066
|
L48245
|
L
| 296.8
| 307.9
| 1,718
| 25.2
| 148
| 0
|
No Failure
|
5,279
|
M20138
|
M
| 303.5
| 312.9
| 1,618
| 30.4
| 130
| 0
|
No Failure
|
1,296
|
L48475
|
L
| 298.7
| 309.8
| 1,402
| 54.3
| 128
| 0
|
No Failure
|
2,805
|
L49984
|
L
| 300.1
| 309.5
| 1,450
| 40.1
| 100
| 0
|
No Failure
|
3,583
|
L50762
|
L
| 301.8
| 310.6
| 1,395
| 50.5
| 131
| 0
|
No Failure
|
9,665
|
L56844
|
L
| 299.1
| 310.2
| 1,317
| 54.8
| 231
| 1
|
Overstrain Failure
|
1,068
|
L48247
|
L
| 296.9
| 307.8
| 1,466
| 45.7
| 153
| 0
|
No Failure
|
5,076
|
L52255
|
L
| 304.1
| 313.2
| 1,366
| 46.6
| 35
| 0
|
No Failure
|
3,778
|
M18637
|
M
| 302.4
| 311.1
| 1,721
| 30.1
| 210
| 0
|
No Failure
|
1,549
|
M16408
|
M
| 298.3
| 308.8
| 1,349
| 52.1
| 104
| 0
|
No Failure
|
6,758
|
L53937
|
L
| 301.8
| 311.2
| 1,822
| 26.2
| 204
| 0
|
No Failure
|
6,060
|
L53239
|
L
| 300.9
| 311
| 2,235
| 15.8
| 156
| 0
|
No Failure
|
3,111
|
H32524
|
H
| 299.9
| 309.2
| 1,525
| 33.2
| 0
| 0
|
No Failure
|
7,739
|
M22598
|
M
| 300.5
| 312
| 1,263
| 60.8
| 146
| 0
|
No Failure
|
8,167
|
L55346
|
L
| 299.7
| 311.1
| 1,603
| 31.4
| 141
| 0
|
No Failure
|
786
|
M15645
|
M
| 296.9
| 308
| 1,497
| 44.8
| 57
| 0
|
No Failure
|
475
|
L47654
|
L
| 297.4
| 309.1
| 1,478
| 49.8
| 150
| 0
|
No Failure
|
8,608
|
L55787
|
L
| 297.5
| 308.4
| 1,433
| 50
| 218
| 0
|
No Failure
|
3,911
|
L51090
|
L
| 302.4
| 311.4
| 1,831
| 26.9
| 121
| 0
|
No Failure
|
8,413
|
M23272
|
M
| 298.6
| 309.7
| 1,314
| 49.7
| 136
| 0
|
No Failure
|
7,923
|
L55102
|
L
| 300.7
| 311.9
| 1,462
| 39.7
| 181
| 0
|
No Failure
|
6,035
|
M20894
|
M
| 300.6
| 310.8
| 1,389
| 48.1
| 88
| 0
|
No Failure
|
4,650
|
M19509
|
M
| 303.3
| 311.4
| 1,395
| 59.1
| 4
| 0
|
No Failure
|
3,375
|
L50554
|
L
| 301.4
| 310.7
| 1,376
| 50.6
| 25
| 0
|
No Failure
|
8,779
|
L55958
|
L
| 297.5
| 308.7
| 1,454
| 45
| 19
| 0
|
No Failure
|
4,082
|
L51261
|
L
| 302
| 310.4
| 1,336
| 58.2
| 110
| 1
|
Heat Dissipation Failure
|
583
|
L47762
|
L
| 297.8
| 309.7
| 1,341
| 49.2
| 208
| 0
|
No Failure
|
8,818
|
H38231
|
H
| 297.3
| 308.6
| 1,376
| 53.5
| 112
| 0
|
No Failure
|
4,739
|
M19598
|
M
| 303.2
| 311.4
| 2,102
| 19
| 5
| 0
|
No Failure
|
1,567
|
M16426
|
M
| 298
| 308.1
| 1,403
| 44.8
| 148
| 0
|
No Failure
|
4,309
|
H33722
|
H
| 301.4
| 309.9
| 1,460
| 47.2
| 22
| 0
|
No Failure
|
7,326
|
L54505
|
L
| 299.9
| 310.4
| 1,419
| 45.7
| 178
| 0
|
No Failure
|
2,818
|
L49997
|
L
| 300.2
| 309.5
| 1,417
| 41.1
| 129
| 0
|
No Failure
|
149
|
M15008
|
M
| 298.3
| 308.3
| 1,379
| 48
| 181
| 0
|
No Failure
|
9,464
|
M24323
|
M
| 298.5
| 309.3
| 1,552
| 36.8
| 133
| 0
|
No Failure
|
4,923
|
M19782
|
M
| 303.4
| 312.2
| 1,615
| 35.7
| 56
| 0
|
No Failure
|
7,007
|
H36420
|
H
| 300.6
| 310.6
| 1,419
| 39.6
| 3
| 0
|
No Failure
|
7,900
|
L55079
|
L
| 300.9
| 312.4
| 1,364
| 52.5
| 125
| 0
|
No Failure
|
2,779
|
L49958
|
L
| 300
| 309.4
| 1,308
| 50.2
| 32
| 0
|
No Failure
|
7,018
|
M21877
|
M
| 300.7
| 310.6
| 1,474
| 37
| 33
| 0
|
No Failure
|
8,436
|
M23295
|
M
| 298.7
| 310
| 1,519
| 38.1
| 198
| 0
|
No Failure
|
8,757
|
L55936
|
L
| 297.5
| 308.7
| 1,761
| 26.2
| 164
| 0
|
No Failure
|
6,554
|
L53733
|
L
| 301.4
| 310.8
| 1,389
| 52.7
| 125
| 0
|
No Failure
|
9,251
|
H38664
|
H
| 298.3
| 309
| 1,823
| 25.9
| 181
| 0
|
No Failure
|
2,630
|
L49809
|
L
| 300
| 309.7
| 1,586
| 37.8
| 103
| 0
|
No Failure
|
4,716
|
L51895
|
L
| 303.4
| 311.7
| 1,476
| 42.3
| 180
| 0
|
No Failure
|
1,951
|
M16810
|
M
| 298
| 307.9
| 1,479
| 47.6
| 76
| 0
|
No Failure
|
5,443
|
L52622
|
L
| 303.1
| 312.7
| 1,353
| 51.8
| 97
| 0
|
No Failure
|
7,087
|
L54266
|
L
| 300.6
| 310.4
| 2,514
| 13.4
| 215
| 0
|
No Failure
|
5,805
|
L52984
|
L
| 301.5
| 310.9
| 1,365
| 46.5
| 172
| 0
|
No Failure
|
71
|
M14930
|
M
| 298.9
| 309
| 1,924
| 22.6
| 193
| 0
|
No Failure
|
4,304
|
L51483
|
L
| 301.7
| 310.2
| 1,435
| 48.1
| 12
| 0
|
No Failure
|
975
|
L48154
|
L
| 296
| 306.6
| 1,511
| 35.2
| 119
| 0
|
No Failure
|
6,726
|
M21585
|
M
| 301.5
| 310.7
| 1,359
| 47.1
| 115
| 0
|
No Failure
|
2,919
|
M17778
|
M
| 300.6
| 309.5
| 1,492
| 34
| 144
| 0
|
No Failure
|
7,453
|
L54632
|
L
| 300.3
| 311.7
| 1,579
| 33.6
| 59
| 0
|
No Failure
|
5,304
|
L52483
|
L
| 303.9
| 313.2
| 1,481
| 44.1
| 197
| 0
|
No Failure
|
8,412
|
L55591
|
L
| 298.6
| 309.8
| 1,496
| 37.7
| 134
| 0
|
No Failure
|
3,952
|
M18811
|
M
| 302.3
| 311.4
| 1,571
| 32.7
| 17
| 0
|
No Failure
|
1,582
|
M16441
|
M
| 298.2
| 308.3
| 1,560
| 33
| 181
| 0
|
No Failure
|
6,380
|
L53559
|
L
| 300.1
| 309.7
| 1,485
| 45.9
| 100
| 0
|
No Failure
|
1,145
|
L48324
|
L
| 297
| 307.9
| 1,296
| 69.1
| 153
| 1
|
Power Failure
|
7,369
|
M22228
|
M
| 299.6
| 310.2
| 1,620
| 30
| 70
| 0
|
No Failure
|
3,343
|
L50522
|
L
| 301.5
| 310.8
| 1,382
| 52.4
| 165
| 0
|
No Failure
|
5,846
|
M20705
|
M
| 301.4
| 311.2
| 1,727
| 26.5
| 43
| 0
|
No Failure
|
2,415
|
L49594
|
L
| 299.1
| 308.5
| 1,415
| 43.4
| 0
| 0
|
No Failure
|
3,789
|
L50968
|
L
| 302.3
| 310.8
| 1,511
| 48.1
| 24
| 0
|
No Failure
|
5,628
|
L52807
|
L
| 302.7
| 312.1
| 1,597
| 39.8
| 153
| 0
|
No Failure
|
8,137
|
M22996
|
M
| 299.6
| 310.9
| 1,474
| 39.7
| 64
| 0
|
No Failure
|
9,244
|
L56423
|
L
| 298.3
| 308.8
| 1,454
| 49
| 166
| 0
|
No Failure
|
2,373
|
M17232
|
M
| 299.3
| 308.5
| 1,404
| 49.4
| 93
| 0
|
No Failure
|
587
|
L47766
|
L
| 297.6
| 309.6
| 1,501
| 49.8
| 222
| 1
|
Overstrain Failure
|
7,154
|
L54333
|
L
| 300.2
| 310
| 1,493
| 47.3
| 172
| 0
|
No Failure
|
2,243
|
L49422
|
L
| 299.2
| 308.4
| 1,667
| 29
| 199
| 0
|
No Failure
|
2,915
|
H32328
|
H
| 300.6
| 309.6
| 1,888
| 20.5
| 133
| 0
|
No Failure
|
2,892
|
L50071
|
L
| 300.6
| 309.6
| 1,682
| 30.7
| 78
| 0
|
No Failure
|
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