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 |
|---|---|---|---|---|---|---|---|---|---|
6,402
|
M21261
|
M
| 300
| 309.6
| 1,573
| 39.7
| 162
| 0
|
No Failure
|
2,575
|
L49754
|
L
| 299.5
| 309.3
| 1,972
| 19.3
| 177
| 0
|
No Failure
|
5,524
|
M20383
|
M
| 302.5
| 311.9
| 1,524
| 34.8
| 86
| 0
|
No Failure
|
4,677
|
L51856
|
L
| 303.4
| 311.5
| 1,879
| 21.3
| 78
| 0
|
No Failure
|
4,001
|
L51180
|
L
| 302.1
| 311.2
| 1,422
| 50.3
| 146
| 0
|
No Failure
|
307
|
L47486
|
L
| 297.8
| 308.4
| 1,374
| 47.1
| 150
| 0
|
No Failure
|
2,784
|
M17643
|
M
| 300.2
| 309.6
| 1,528
| 35.1
| 44
| 0
|
No Failure
|
7,057
|
M21916
|
M
| 300.8
| 310.5
| 1,409
| 50.6
| 141
| 0
|
No Failure
|
3,481
|
L50660
|
L
| 301.9
| 310.8
| 1,400
| 58.2
| 79
| 0
|
No Failure
|
7,357
|
L54536
|
L
| 299.6
| 310.2
| 1,333
| 51.2
| 40
| 0
|
No Failure
|
7,671
|
L54850
|
L
| 300.5
| 311.6
| 1,525
| 37.6
| 191
| 0
|
No Failure
|
7,953
|
M22812
|
M
| 300.9
| 311.9
| 1,480
| 40.9
| 28
| 0
|
No Failure
|
9,707
|
M24566
|
M
| 299
| 310.1
| 1,705
| 30.1
| 84
| 0
|
No Failure
|
8,865
|
M23724
|
M
| 298
| 309.1
| 1,574
| 34.8
| 40
| 0
|
No Failure
|
2,398
|
L49577
|
L
| 299.2
| 308.6
| 1,582
| 38.8
| 156
| 0
|
No Failure
|
7,428
|
L54607
|
L
| 300
| 311.4
| 1,634
| 31.9
| 0
| 0
|
No Failure
|
1,587
|
M16446
|
M
| 298.3
| 308.4
| 1,486
| 44.2
| 196
| 0
|
No Failure
|
211
|
L47390
|
L
| 298.4
| 308.7
| 1,523
| 36.1
| 126
| 0
|
No Failure
|
7,842
|
L55021
|
L
| 300.1
| 311.5
| 1,471
| 47.2
| 201
| 0
|
No Failure
|
4,906
|
L52085
|
L
| 303.6
| 312.4
| 1,363
| 53.1
| 7
| 0
|
No Failure
|
7,427
|
M22286
|
M
| 300
| 311.4
| 1,692
| 29
| 216
| 1
|
Tool Wear Failure
|
8,919
|
L56098
|
L
| 297.1
| 308.2
| 1,402
| 51.2
| 186
| 0
|
No Failure
|
9,028
|
M23887
|
M
| 297.4
| 308.3
| 1,444
| 44
| 18
| 0
|
No Failure
|
1,853
|
M16712
|
M
| 297.6
| 307.1
| 1,526
| 39.1
| 39
| 0
|
No Failure
|
8,881
|
L56060
|
L
| 298
| 309.2
| 1,458
| 39.8
| 87
| 0
|
No Failure
|
1,604
|
M16463
|
M
| 297.8
| 307.8
| 1,622
| 32.1
| 18
| 0
|
No Failure
|
1,169
|
L48348
|
L
| 297.1
| 308.1
| 1,584
| 36.8
| 215
| 0
|
No Failure
|
8,194
|
L55373
|
L
| 299.5
| 310.8
| 1,873
| 22.3
| 211
| 0
|
No Failure
|
3,497
|
L50676
|
L
| 301.9
| 310.9
| 1,309
| 48
| 124
| 0
|
No Failure
|
6,369
|
M21228
|
M
| 300
| 309.6
| 1,423
| 48.7
| 67
| 0
|
No Failure
|
6,036
|
M20895
|
M
| 300.6
| 310.9
| 1,702
| 30.3
| 91
| 0
|
No Failure
|
1,209
|
L48388
|
L
| 297
| 308.1
| 1,489
| 44.1
| 96
| 0
|
No Failure
|
2,052
|
M16911
|
M
| 299.4
| 309.2
| 1,470
| 44.4
| 135
| 0
|
No Failure
|
4,715
|
H34128
|
H
| 303.4
| 311.8
| 1,693
| 28.3
| 175
| 0
|
No Failure
|
264
|
M15123
|
M
| 298
| 308.1
| 1,587
| 32.3
| 30
| 0
|
No Failure
|
9,810
|
M24669
|
M
| 298.2
| 309
| 1,353
| 50.3
| 150
| 0
|
No Failure
|
4,515
|
L51694
|
L
| 302.4
| 310.3
| 1,479
| 36.2
| 115
| 0
|
No Failure
|
1,326
|
H30739
|
H
| 298.8
| 310.1
| 1,567
| 36.8
| 197
| 0
|
No Failure
|
9,371
|
H38784
|
H
| 297.7
| 308.4
| 1,418
| 51.9
| 77
| 0
|
No Failure
|
6,059
|
M20918
|
M
| 300.9
| 310.9
| 1,636
| 35.3
| 153
| 0
|
No Failure
|
1,497
|
L48676
|
L
| 298
| 308.7
| 1,268
| 69.4
| 189
| 1
|
Power Failure
|
3,992
|
L51171
|
L
| 302.3
| 311.3
| 1,682
| 34.4
| 127
| 0
|
No Failure
|
5,029
|
M19888
|
M
| 303.9
| 313.2
| 1,630
| 29.3
| 104
| 0
|
No Failure
|
6,870
|
L54049
|
L
| 301
| 311.2
| 1,412
| 42.1
| 64
| 0
|
No Failure
|
2,368
|
M17227
|
M
| 299.3
| 308.5
| 1,496
| 39.4
| 80
| 0
|
No Failure
|
7,256
|
M22115
|
M
| 300.2
| 310.3
| 1,704
| 29.4
| 221
| 0
|
No Failure
|
2,324
|
M17183
|
M
| 299.2
| 308.7
| 1,401
| 47
| 198
| 0
|
No Failure
|
3,168
|
L50347
|
L
| 300.4
| 309.7
| 1,384
| 45.1
| 159
| 0
|
No Failure
|
553
|
M15412
|
M
| 297.4
| 309.3
| 1,622
| 35
| 123
| 0
|
No Failure
|
9,991
|
L57170
|
L
| 298.8
| 308.5
| 1,527
| 36.2
| 3
| 0
|
No Failure
|
577
|
H29990
|
H
| 297.7
| 309.7
| 1,440
| 51.1
| 191
| 0
|
No Failure
|
6,434
|
L53613
|
L
| 300.3
| 309.9
| 1,570
| 34
| 31
| 0
|
No Failure
|
4,884
|
M19743
|
M
| 303.8
| 312.6
| 1,684
| 29.3
| 167
| 0
|
No Failure
|
8,590
|
M23449
|
M
| 297.3
| 307.8
| 1,538
| 48
| 171
| 0
|
No Failure
|
2,750
|
M17609
|
M
| 299.7
| 309.2
| 1,685
| 28.9
| 179
| 1
|
No Failure
|
9,590
|
L56769
|
L
| 299.2
| 310.4
| 1,472
| 43.3
| 32
| 0
|
No Failure
|
930
|
L48109
|
L
| 295.6
| 306
| 1,419
| 51.1
| 7
| 0
|
No Failure
|
4,490
|
L51669
|
L
| 302.5
| 310.4
| 1,487
| 40.2
| 48
| 0
|
No Failure
|
3,798
|
L50977
|
L
| 302.1
| 310.8
| 1,622
| 36.8
| 45
| 0
|
No Failure
|
6,665
|
L53844
|
L
| 301.3
| 310.4
| 1,538
| 38.4
| 195
| 0
|
No Failure
|
1,115
|
H30528
|
H
| 296.4
| 307.3
| 1,540
| 37.4
| 75
| 0
|
No Failure
|
5,157
|
L52336
|
L
| 304.2
| 313.4
| 1,482
| 41.4
| 32
| 0
|
No Failure
|
8,622
|
M23481
|
M
| 297.6
| 308.5
| 1,431
| 52.6
| 26
| 0
|
No Failure
|
8,578
|
L55757
|
L
| 297.6
| 308.3
| 1,502
| 43.2
| 139
| 0
|
No Failure
|
4,187
|
M19046
|
M
| 302.2
| 310.6
| 1,570
| 34.6
| 163
| 0
|
No Failure
|
6,928
|
L54107
|
L
| 301.1
| 311.6
| 1,488
| 43.4
| 5
| 0
|
No Failure
|
4,607
|
L51786
|
L
| 302.9
| 311.1
| 1,556
| 45.3
| 135
| 0
|
No Failure
|
450
|
L47629
|
L
| 297.6
| 308.7
| 1,622
| 37.9
| 79
| 0
|
No Failure
|
6,579
|
L53758
|
L
| 301.4
| 310.4
| 1,543
| 40.9
| 190
| 0
|
No Failure
|
8,575
|
L55754
|
L
| 297.6
| 308.3
| 1,424
| 53.9
| 132
| 0
|
No Failure
|
7,223
|
M22082
|
M
| 299.8
| 309.7
| 1,320
| 61.7
| 134
| 0
|
No Failure
|
9,345
|
L56524
|
L
| 298.2
| 308.8
| 1,616
| 33.7
| 16
| 0
|
No Failure
|
9,057
|
L56236
|
L
| 297.3
| 308.3
| 1,430
| 41.9
| 95
| 0
|
No Failure
|
4,885
|
H34298
|
H
| 303.8
| 312.5
| 1,655
| 28
| 170
| 0
|
No Failure
|
5,925
|
L53104
|
L
| 300.3
| 310.2
| 1,369
| 48.8
| 36
| 0
|
No Failure
|
320
|
L47499
|
L
| 297.8
| 308.4
| 1,612
| 32.1
| 183
| 0
|
No Failure
|
509
|
L47688
|
L
| 297.7
| 309.3
| 1,893
| 24.6
| 15
| 0
|
No Failure
|
5,934
|
L53113
|
L
| 300.5
| 310.5
| 1,373
| 47.4
| 56
| 0
|
No Failure
|
8,636
|
L55815
|
L
| 297.4
| 308.3
| 1,704
| 27.3
| 65
| 0
|
No Failure
|
9,737
|
M24596
|
M
| 298.9
| 310
| 1,348
| 58.2
| 163
| 0
|
No Failure
|
842
|
L48021
|
L
| 296.6
| 307.5
| 1,439
| 45.5
| 199
| 0
|
No Failure
|
4,691
|
M19550
|
M
| 303.4
| 311.5
| 1,483
| 43
| 117
| 0
|
No Failure
|
3,677
|
M18536
|
M
| 302.2
| 311.5
| 1,562
| 38
| 162
| 0
|
No Failure
|
2,039
|
L49218
|
L
| 299
| 308.8
| 1,405
| 55.2
| 103
| 0
|
No Failure
|
6,150
|
M21009
|
M
| 301
| 311.1
| 1,420
| 47.4
| 167
| 0
|
No Failure
|
4,267
|
L51446
|
L
| 302.7
| 311.1
| 1,440
| 39.5
| 146
| 0
|
No Failure
|
7,056
|
L54235
|
L
| 300.8
| 310.6
| 1,663
| 30.6
| 139
| 0
|
No Failure
|
856
|
L48035
|
L
| 296.1
| 307.2
| 1,615
| 30.8
| 18
| 0
|
No Failure
|
6,792
|
L53971
|
L
| 301.2
| 310.7
| 1,551
| 41.2
| 82
| 0
|
No Failure
|
717
|
H30130
|
H
| 297.4
| 308.6
| 1,420
| 45.8
| 120
| 0
|
No Failure
|
6,482
|
L53661
|
L
| 300.7
| 309.8
| 1,406
| 48.4
| 151
| 0
|
No Failure
|
5,562
|
M20421
|
M
| 302.3
| 311.7
| 1,341
| 46.3
| 194
| 0
|
No Failure
|
3,133
|
L50312
|
L
| 300.1
| 309.5
| 1,557
| 40.6
| 59
| 0
|
No Failure
|
6,111
|
L53290
|
L
| 300.7
| 310.8
| 1,534
| 41.3
| 69
| 0
|
No Failure
|
1,971
|
M16830
|
M
| 297.9
| 307.6
| 1,202
| 67
| 129
| 0
|
No Failure
|
8,678
|
M23537
|
M
| 297.3
| 308.5
| 1,664
| 28.9
| 174
| 0
|
No Failure
|
8,322
|
L55501
|
L
| 298.8
| 309.6
| 1,442
| 50
| 104
| 0
|
No Failure
|
2,512
|
M17371
|
M
| 299
| 308.9
| 1,526
| 41.1
| 20
| 0
|
No Failure
|
4,556
|
L51735
|
L
| 302.7
| 310.6
| 1,690
| 26.7
| 4
| 0
|
No Failure
|
7,281
|
L54460
|
L
| 299.9
| 310.2
| 1,288
| 69.6
| 62
| 1
|
Power Failure
|
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