UDI
int64 | Type
string | Air temperature
float64 | Process temperature
float64 | Rotational speed
int64 | Torque
float64 | Tool wear
int64 | Failure
int64 |
|---|---|---|---|---|---|---|---|
5,201
|
L
| 303.8
| 339.296296
| 1,416
| 58.7
| 156
| 0
|
5,202
|
M
| 303.7
| 338.925926
| 1,396
| 47.3
| 158
| 0
|
5,203
|
L
| 303.7
| 338.925926
| 1,335
| 51.1
| 161
| 0
|
5,204
|
M
| 303.7
| 338.555556
| 1,671
| 30.5
| 163
| 0
|
5,205
|
L
| 303.7
| 338.925926
| 1,989
| 22.4
| 166
| 0
|
5,206
|
L
| 303.7
| 338.925926
| 1,468
| 43.3
| 168
| 0
|
5,207
|
H
| 303.7
| 338.555556
| 1,711
| 27.6
| 170
| 0
|
5,208
|
M
| 303.8
| 338.925926
| 1,488
| 41.3
| 175
| 0
|
5,209
|
L
| 303.8
| 338.925926
| 1,664
| 29.3
| 178
| 0
|
5,210
|
M
| 303.8
| 338.925926
| 1,507
| 38.5
| 180
| 0
|
5,211
|
L
| 303.7
| 338.555556
| 1,466
| 42.5
| 183
| 0
|
5,212
|
L
| 303.7
| 338.185185
| 1,433
| 53.6
| 185
| 0
|
5,213
|
L
| 303.7
| 338.185185
| 1,397
| 45.7
| 187
| 0
|
5,214
|
M
| 303.7
| 338.555556
| 1,429
| 43.3
| 189
| 0
|
5,215
|
L
| 303.7
| 338.925926
| 1,572
| 37.2
| 192
| 0
|
5,216
|
M
| 303.7
| 338.925926
| 1,532
| 42.7
| 194
| 0
|
5,217
|
M
| 303.7
| 338.925926
| 1,316
| 51.8
| 197
| 0
|
5,218
|
M
| 303.8
| 339.296296
| 1,420
| 47.9
| 200
| 0
|
5,219
|
L
| 303.8
| 339.666667
| 1,589
| 37.2
| 203
| 0
|
5,220
|
L
| 303.8
| 340.037037
| 1,365
| 59.9
| 205
| 1
|
5,221
|
L
| 303.8
| 340.037037
| 1,633
| 32.9
| 207
| 0
|
5,222
|
L
| 303.9
| 340.037037
| 1,626
| 31.4
| 209
| 0
|
5,223
|
L
| 303.9
| 340.407407
| 1,665
| 29.6
| 0
| 0
|
5,224
|
M
| 303.9
| 340.777778
| 1,350
| 47.2
| 2
| 0
|
5,225
|
L
| 303.9
| 340.777778
| 1,590
| 31.9
| 5
| 0
|
5,226
|
M
| 304
| 340.777778
| 1,437
| 53.9
| 7
| 0
|
5,227
|
L
| 303.9
| 340.037037
| 1,403
| 48.3
| 10
| 0
|
5,228
|
L
| 303.9
| 340.407407
| 1,440
| 41.1
| 12
| 0
|
5,229
|
M
| 303.9
| 340.407407
| 1,343
| 61.4
| 14
| 0
|
5,230
|
H
| 303.9
| 340.407407
| 1,790
| 26.7
| 17
| 0
|
5,231
|
M
| 303.8
| 340.407407
| 2,117
| 18.6
| 22
| 0
|
5,232
|
L
| 303.8
| 340.407407
| 1,458
| 42.2
| 25
| 0
|
5,233
|
L
| 303.6
| 339.666667
| 1,381
| 57.8
| 27
| 0
|
5,234
|
L
| 303.6
| 339.666667
| 1,450
| 45.3
| 29
| 0
|
5,235
|
L
| 303.7
| 339.666667
| 1,461
| 50.1
| 31
| 0
|
5,236
|
M
| 303.7
| 339.666667
| 1,511
| 41
| 33
| 0
|
5,237
|
L
| 303.8
| 340.407407
| 1,394
| 45.4
| 36
| 0
|
5,238
|
L
| 303.8
| 340.037037
| 1,499
| 42.3
| 38
| 0
|
5,239
|
L
| 303.7
| 340.037037
| 1,457
| 44.1
| 40
| 0
|
5,240
|
L
| 303.7
| 340.037037
| 1,753
| 29
| 42
| 0
|
5,241
|
L
| 303.7
| 340.037037
| 1,694
| 28
| 44
| 0
|
5,242
|
L
| 303.7
| 340.407407
| 1,683
| 28.4
| 46
| 0
|
5,243
|
L
| 303.7
| 340.407407
| 1,496
| 47.4
| 48
| 0
|
5,244
|
L
| 303.7
| 340.407407
| 1,721
| 34.8
| 50
| 0
|
5,245
|
L
| 303.6
| 340.037037
| 1,593
| 31.6
| 52
| 0
|
5,246
|
L
| 303.6
| 340.037037
| 1,575
| 38.3
| 54
| 0
|
5,247
|
L
| 303.5
| 340.037037
| 1,465
| 41
| 56
| 0
|
5,248
|
L
| 303.6
| 340.407407
| 1,405
| 38.3
| 58
| 0
|
5,249
|
M
| 303.5
| 340.037037
| 1,902
| 21.6
| 60
| 0
|
5,250
|
M
| 303.4
| 339.666667
| 1,422
| 39.9
| 63
| 0
|
5,251
|
L
| 303.5
| 339.666667
| 1,332
| 52.9
| 66
| 0
|
5,252
|
M
| 303.4
| 339.666667
| 1,307
| 54.3
| 68
| 0
|
5,253
|
L
| 303.5
| 340.037037
| 1,322
| 59.5
| 71
| 0
|
5,254
|
L
| 303.5
| 340.037037
| 1,547
| 40.3
| 73
| 0
|
5,255
|
L
| 303.5
| 340.407407
| 1,897
| 23.6
| 75
| 0
|
5,256
|
M
| 303.5
| 340.037037
| 1,403
| 51.9
| 77
| 0
|
5,257
|
L
| 303.5
| 340.037037
| 1,393
| 51.6
| 80
| 0
|
5,258
|
L
| 303.5
| 340.037037
| 1,482
| 38.5
| 82
| 0
|
5,259
|
M
| 303.5
| 339.666667
| 1,572
| 44.7
| 84
| 0
|
5,260
|
L
| 303.5
| 339.666667
| 1,544
| 36.9
| 87
| 0
|
5,261
|
M
| 303.5
| 340.037037
| 1,492
| 46.1
| 89
| 0
|
5,262
|
L
| 303.4
| 339.296296
| 1,513
| 35.8
| 92
| 0
|
5,263
|
L
| 303.4
| 339.296296
| 1,449
| 43.9
| 94
| 0
|
5,264
|
L
| 303.5
| 339.296296
| 1,877
| 22.3
| 96
| 0
|
5,265
|
L
| 303.4
| 339.296296
| 1,376
| 53.4
| 98
| 0
|
5,266
|
M
| 303.5
| 339.666667
| 1,883
| 23.3
| 100
| 0
|
5,267
|
M
| 303.4
| 339.296296
| 1,518
| 38.7
| 103
| 0
|
5,268
|
M
| 303.5
| 339.666667
| 1,438
| 42.8
| 106
| 0
|
5,269
|
L
| 303.4
| 339.666667
| 1,389
| 54.1
| 109
| 0
|
5,270
|
L
| 303.5
| 339.666667
| 1,504
| 44.8
| 111
| 0
|
5,271
|
L
| 303.5
| 339.666667
| 1,275
| 64.4
| 113
| 0
|
5,272
|
L
| 303.6
| 340.037037
| 1,534
| 39.7
| 115
| 0
|
5,273
|
M
| 303.6
| 340.037037
| 1,396
| 38.2
| 117
| 0
|
5,274
|
L
| 303.6
| 340.407407
| 1,395
| 44.1
| 120
| 0
|
5,275
|
L
| 303.6
| 340.037037
| 1,617
| 30.9
| 122
| 0
|
5,276
|
L
| 303.7
| 340.407407
| 1,423
| 41.2
| 124
| 0
|
5,277
|
L
| 303.5
| 340.037037
| 1,606
| 34
| 126
| 0
|
5,278
|
L
| 303.5
| 339.666667
| 1,501
| 44
| 128
| 0
|
5,279
|
M
| 303.5
| 339.666667
| 1,618
| 30.4
| 130
| 0
|
5,280
|
L
| 303.6
| 340.037037
| 1,522
| 35.8
| 133
| 0
|
5,281
|
L
| 303.6
| 339.666667
| 1,480
| 41.4
| 135
| 0
|
5,282
|
M
| 303.7
| 340.037037
| 1,469
| 39.9
| 137
| 0
|
5,283
|
H
| 303.8
| 340.777778
| 1,381
| 52.4
| 140
| 0
|
5,284
|
L
| 303.8
| 340.777778
| 1,525
| 41.9
| 145
| 0
|
5,285
|
M
| 303.8
| 340.777778
| 1,732
| 29.6
| 147
| 0
|
5,286
|
L
| 303.8
| 340.407407
| 1,523
| 39.8
| 150
| 0
|
5,287
|
L
| 303.8
| 340.407407
| 1,422
| 42.4
| 152
| 0
|
5,288
|
H
| 303.8
| 340.777778
| 1,506
| 46.9
| 154
| 0
|
5,289
|
L
| 303.8
| 340.777778
| 1,531
| 39.4
| 159
| 0
|
5,290
|
M
| 303.9
| 341.148148
| 1,507
| 34.3
| 161
| 0
|
5,291
|
L
| 303.9
| 341.148148
| 1,526
| 40.7
| 164
| 0
|
5,292
|
L
| 303.8
| 341.148148
| 1,406
| 52.1
| 166
| 0
|
5,293
|
M
| 303.9
| 341.148148
| 1,567
| 35
| 168
| 0
|
5,294
|
M
| 303.9
| 341.518519
| 1,464
| 49.1
| 171
| 0
|
5,295
|
L
| 303.9
| 341.518519
| 1,442
| 48.5
| 174
| 0
|
5,296
|
L
| 303.8
| 340.777778
| 1,336
| 47.8
| 176
| 0
|
5,297
|
H
| 303.8
| 340.777778
| 1,379
| 50.2
| 178
| 0
|
5,298
|
L
| 303.7
| 340.407407
| 1,406
| 48.6
| 183
| 0
|
5,299
|
M
| 303.7
| 340.407407
| 2,130
| 18.1
| 185
| 0
|
5,300
|
L
| 303.7
| 340.407407
| 1,355
| 49.1
| 188
| 0
|
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