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 |
|---|---|---|---|---|---|---|---|---|---|
2,717
|
L49896
|
L
| 299.5
| 309
| 1,498
| 44.6
| 101
| 0
|
No Failure
|
8,081
|
H37494
|
H
| 300.2
| 311.5
| 1,432
| 43.6
| 127
| 0
|
No Failure
|
1,655
|
L48834
|
L
| 298.2
| 308.1
| 1,379
| 62.3
| 149
| 0
|
No Failure
|
1,534
|
M16393
|
M
| 298
| 308.9
| 1,339
| 51.4
| 68
| 0
|
No Failure
|
9,668
|
L56847
|
L
| 299.2
| 310.3
| 1,352
| 48.9
| 238
| 1
|
Overstrain Failure
|
7,146
|
L54325
|
L
| 300.5
| 310
| 1,413
| 44.5
| 152
| 0
|
No Failure
|
9,039
|
L56218
|
L
| 297.3
| 308.3
| 2,358
| 14.9
| 49
| 0
|
No Failure
|
9,155
|
L56334
|
L
| 297.5
| 308.6
| 1,596
| 36
| 141
| 0
|
No Failure
|
9,413
|
L56592
|
L
| 298
| 308.5
| 1,702
| 26.7
| 203
| 0
|
No Failure
|
2,798
|
M17657
|
M
| 300.3
| 309.6
| 1,398
| 53.7
| 82
| 0
|
No Failure
|
8,618
|
L55797
|
L
| 297.6
| 308.6
| 1,529
| 45.3
| 15
| 0
|
No Failure
|
8,691
|
L55870
|
L
| 297.1
| 308.5
| 1,323
| 44.4
| 207
| 1
|
Tool Wear Failure
|
9,539
|
L56718
|
L
| 299.3
| 310.6
| 1,480
| 45.1
| 107
| 0
|
No Failure
|
1,770
|
L48949
|
L
| 298.4
| 307.9
| 1,981
| 23.2
| 16
| 0
|
No Failure
|
3,231
|
L50410
|
L
| 300.6
| 309.4
| 1,556
| 36
| 98
| 0
|
No Failure
|
2,999
|
L50178
|
L
| 300.5
| 309.7
| 1,616
| 34.5
| 155
| 0
|
No Failure
|
1,147
|
L48326
|
L
| 297
| 307.9
| 1,529
| 42.2
| 157
| 0
|
No Failure
|
4,300
|
L51479
|
L
| 301.7
| 310.1
| 1,402
| 50.1
| 3
| 0
|
No Failure
|
9,790
|
L56969
|
L
| 298.6
| 309.6
| 1,715
| 28.4
| 90
| 0
|
No Failure
|
5,207
|
H34620
|
H
| 303.7
| 312.6
| 1,711
| 27.6
| 170
| 0
|
No Failure
|
3,814
|
L50993
|
L
| 302
| 310.6
| 1,467
| 44.9
| 86
| 0
|
No Failure
|
1,507
|
L48686
|
L
| 298
| 308.8
| 1,610
| 33.7
| 212
| 0
|
No Failure
|
5,306
|
H34719
|
H
| 303.9
| 313.2
| 1,680
| 29.1
| 201
| 0
|
No Failure
|
5,826
|
L53005
|
L
| 301.3
| 311.1
| 1,413
| 42
| 221
| 0
|
No Failure
|
8,582
|
M23441
|
M
| 297.5
| 308
| 1,429
| 45.8
| 148
| 0
|
No Failure
|
4,371
|
L51550
|
L
| 302
| 309.9
| 1,308
| 57.6
| 197
| 1
|
Heat Dissipation Failure
|
9,926
|
M24785
|
M
| 298.5
| 308.7
| 1,367
| 47.3
| 47
| 0
|
No Failure
|
8,019
|
L55198
|
L
| 301
| 311.9
| 1,889
| 23.5
| 198
| 0
|
No Failure
|
1,008
|
M15867
|
M
| 296.2
| 307.2
| 1,633
| 31.1
| 0
| 0
|
No Failure
|
4,763
|
M19622
|
M
| 303.7
| 312
| 2,663
| 11.4
| 71
| 1
|
Power Failure
|
8,325
|
M23184
|
M
| 298.7
| 309.5
| 1,394
| 46
| 113
| 0
|
No Failure
|
9,415
|
L56594
|
L
| 298.1
| 308.6
| 1,354
| 53.9
| 207
| 1
|
Overstrain Failure
|
7,275
|
M22134
|
M
| 300.2
| 310.3
| 1,478
| 38.1
| 45
| 0
|
No Failure
|
4,025
|
M18884
|
M
| 302.1
| 311
| 1,351
| 60.3
| 207
| 1
|
Overstrain Failure
|
6,167
|
H35580
|
H
| 300.9
| 310.7
| 1,403
| 40.6
| 207
| 0
|
No Failure
|
8,278
|
H37691
|
H
| 298.8
| 310.5
| 1,294
| 55.8
| 202
| 0
|
No Failure
|
2,764
|
L49943
|
L
| 299.8
| 309.2
| 1,491
| 47.5
| 216
| 0
|
No Failure
|
7,957
|
H37370
|
H
| 300.9
| 311.9
| 1,513
| 38
| 38
| 0
|
No Failure
|
5,695
|
L52874
|
L
| 302.4
| 311.8
| 1,508
| 45.7
| 108
| 0
|
No Failure
|
8,438
|
L55617
|
L
| 298.7
| 309.8
| 1,181
| 65.9
| 203
| 1
|
Overstrain Failure
|
2,531
|
L49710
|
L
| 298.9
| 308.7
| 1,438
| 51.7
| 64
| 0
|
No Failure
|
8,675
|
M23534
|
M
| 297.4
| 308.6
| 1,528
| 29.1
| 163
| 0
|
No Failure
|
6,480
|
L53659
|
L
| 300.6
| 309.8
| 1,418
| 42.7
| 147
| 0
|
No Failure
|
790
|
M15649
|
M
| 296.9
| 308
| 1,641
| 33.3
| 67
| 0
|
No Failure
|
1,074
|
L48253
|
L
| 297
| 307.8
| 1,414
| 47.5
| 168
| 0
|
No Failure
|
3,300
|
L50479
|
L
| 301.3
| 310.5
| 1,390
| 45.8
| 63
| 0
|
No Failure
|
6,646
|
M21505
|
M
| 301.5
| 310.4
| 1,486
| 39.6
| 144
| 0
|
No Failure
|
1,198
|
M16057
|
M
| 296.9
| 307.9
| 1,441
| 47.6
| 60
| 0
|
No Failure
|
9,623
|
L56802
|
L
| 298.9
| 310
| 1,794
| 27.2
| 114
| 0
|
No Failure
|
2,141
|
L49320
|
L
| 299.3
| 309
| 1,419
| 46.6
| 158
| 0
|
No Failure
|
3,702
|
L50881
|
L
| 302.1
| 311.2
| 1,417
| 48
| 13
| 0
|
No Failure
|
9,789
|
M24648
|
M
| 298.5
| 309.5
| 1,535
| 39.8
| 87
| 0
|
No Failure
|
6,408
|
M21267
|
M
| 300.3
| 309.9
| 1,611
| 29
| 177
| 0
|
No Failure
|
5,666
|
L52845
|
L
| 302.3
| 311.4
| 1,845
| 21.9
| 27
| 0
|
No Failure
|
836
|
M15695
|
M
| 296.7
| 307.4
| 1,533
| 32.5
| 182
| 0
|
No Failure
|
1,279
|
L48458
|
L
| 298.2
| 309.4
| 1,398
| 52.9
| 79
| 0
|
No Failure
|
7,583
|
H36996
|
H
| 300.4
| 311.2
| 1,489
| 45.3
| 180
| 0
|
No Failure
|
673
|
M15532
|
M
| 297.6
| 308.9
| 1,433
| 43.2
| 206
| 0
|
No Failure
|
787
|
L47966
|
L
| 296.9
| 308.1
| 1,741
| 28.8
| 60
| 0
|
No Failure
|
775
|
L47954
|
L
| 296.8
| 307.9
| 1,448
| 48.8
| 31
| 0
|
No Failure
|
3,279
|
L50458
|
L
| 301.3
| 310
| 1,506
| 40.8
| 11
| 0
|
No Failure
|
4,570
|
L51749
|
L
| 302.8
| 310.9
| 1,636
| 35
| 38
| 0
|
No Failure
|
1,100
|
M15959
|
M
| 296.8
| 307.4
| 1,472
| 43.9
| 30
| 0
|
No Failure
|
5,371
|
H34784
|
H
| 303
| 312.4
| 1,627
| 37.1
| 168
| 0
|
No Failure
|
2,740
|
L49919
|
L
| 299.8
| 309.2
| 1,572
| 35.4
| 158
| 0
|
No Failure
|
8,998
|
M23857
|
M
| 297.1
| 307.9
| 1,609
| 38.9
| 166
| 0
|
No Failure
|
3,318
|
L50497
|
L
| 301.5
| 310.5
| 1,636
| 28.7
| 106
| 0
|
No Failure
|
9,506
|
L56685
|
L
| 299.2
| 310.3
| 1,429
| 40.1
| 23
| 0
|
No Failure
|
280
|
L47459
|
L
| 298
| 308.1
| 1,819
| 23.4
| 78
| 0
|
No Failure
|
2,236
|
M17095
|
M
| 299.4
| 308.6
| 1,455
| 42.7
| 183
| 0
|
No Failure
|
3,451
|
L50630
|
L
| 301.6
| 310.6
| 1,506
| 43.4
| 222
| 0
|
No Failure
|
6,552
|
L53731
|
L
| 301.4
| 310.7
| 1,616
| 36.5
| 121
| 0
|
No Failure
|
5,097
|
H34510
|
H
| 304.2
| 313.5
| 1,627
| 32.2
| 91
| 0
|
No Failure
|
2,868
|
H32281
|
H
| 300.7
| 309.6
| 1,390
| 48.5
| 7
| 0
|
No Failure
|
276
|
L47455
|
L
| 298
| 308
| 1,401
| 54.7
| 65
| 0
|
No Failure
|
5,663
|
L52842
|
L
| 302.2
| 311.5
| 1,616
| 34
| 19
| 0
|
No Failure
|
3,239
|
M18098
|
M
| 300.9
| 309.4
| 1,724
| 25.6
| 119
| 0
|
No Failure
|
7,570
|
L54749
|
L
| 300.2
| 311
| 1,255
| 71.8
| 149
| 1
|
Power Failure
|
2,252
|
H31665
|
H
| 299.1
| 308.3
| 1,424
| 43.4
| 16
| 0
|
No Failure
|
8,122
|
L55301
|
L
| 300.2
| 311.6
| 1,827
| 27
| 22
| 0
|
No Failure
|
4,602
|
M19461
|
M
| 303
| 311.1
| 1,372
| 54.3
| 117
| 1
|
Heat Dissipation Failure
|
2,876
|
M17735
|
M
| 300.5
| 309.4
| 1,877
| 23.8
| 31
| 0
|
No Failure
|
7,531
|
M22390
|
M
| 300.1
| 311.4
| 1,617
| 39.3
| 47
| 0
|
No Failure
|
368
|
M15227
|
M
| 297.6
| 308.4
| 1,569
| 38.3
| 93
| 0
|
No Failure
|
9,522
|
M24381
|
M
| 298.9
| 310.1
| 1,484
| 40.4
| 61
| 0
|
No Failure
|
4,406
|
L51585
|
L
| 302.4
| 310.2
| 1,331
| 45.5
| 53
| 1
|
Heat Dissipation Failure
|
2,855
|
L50034
|
L
| 300.5
| 309.3
| 1,470
| 40.8
| 219
| 0
|
No Failure
|
6,180
|
M21039
|
M
| 301.1
| 310.9
| 1,396
| 45.1
| 12
| 0
|
No Failure
|
5,668
|
L52847
|
L
| 302.2
| 311.4
| 2,080
| 19.2
| 31
| 0
|
No Failure
|
7,157
|
M22016
|
M
| 300.2
| 310
| 1,664
| 30.7
| 179
| 0
|
No Failure
|
7,404
|
L54583
|
L
| 299.8
| 310.8
| 1,376
| 48.6
| 159
| 0
|
No Failure
|
6,355
|
L53534
|
L
| 300.1
| 309.6
| 1,565
| 34.8
| 32
| 0
|
No Failure
|
351
|
H29764
|
H
| 297.6
| 308.3
| 1,400
| 44.3
| 43
| 0
|
No Failure
|
8,942
|
M23801
|
M
| 297.3
| 308.3
| 1,595
| 32.2
| 29
| 0
|
No Failure
|
7,826
|
M22685
|
M
| 299.9
| 311.2
| 1,579
| 35.5
| 162
| 0
|
No Failure
|
9,861
|
H39274
|
H
| 298.7
| 309.6
| 1,755
| 26.9
| 73
| 0
|
No Failure
|
7,307
|
L54486
|
L
| 300.1
| 310.5
| 1,356
| 45.8
| 126
| 0
|
No Failure
|
63
|
L47242
|
L
| 298.8
| 309
| 1,829
| 22.9
| 172
| 0
|
No Failure
|
7,587
|
L54766
|
L
| 300.4
| 311.1
| 1,589
| 35.5
| 191
| 0
|
No Failure
|
2,974
|
M17833
|
M
| 300.6
| 309.3
| 1,510
| 46
| 87
| 0
|
No Failure
|
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