UDI
int64 | Type
string | Air temperature
float64 | Process temperature
float64 | Rotational speed
int64 | Torque
float64 | Tool wear
int64 | Failure
int64 |
|---|---|---|---|---|---|---|---|
5,001
|
L
| 303.7
| 339.296296
| 1,832
| 23.6
| 35
| 0
|
5,002
|
M
| 303.6
| 338.925926
| 2,174
| 17.6
| 37
| 0
|
5,003
|
L
| 303.7
| 339.296296
| 1,627
| 31.7
| 40
| 0
|
5,004
|
L
| 303.7
| 339.296296
| 1,437
| 51.3
| 42
| 0
|
5,005
|
L
| 303.7
| 339.296296
| 1,364
| 46.3
| 44
| 0
|
5,006
|
M
| 303.7
| 339.666667
| 1,444
| 52.7
| 46
| 0
|
5,007
|
M
| 303.7
| 339.296296
| 1,366
| 47.3
| 49
| 0
|
5,008
|
L
| 303.8
| 339.666667
| 1,442
| 48.3
| 52
| 0
|
5,009
|
H
| 303.7
| 339.296296
| 1,488
| 42.8
| 54
| 0
|
5,010
|
L
| 303.7
| 339.296296
| 1,523
| 40.7
| 59
| 0
|
5,011
|
L
| 303.7
| 339.296296
| 1,543
| 38.3
| 61
| 0
|
5,012
|
M
| 303.7
| 339.296296
| 1,634
| 33.8
| 63
| 0
|
5,013
|
M
| 303.8
| 339.666667
| 1,815
| 27.8
| 66
| 0
|
5,014
|
M
| 303.8
| 339.666667
| 1,594
| 35.2
| 69
| 0
|
5,015
|
L
| 303.8
| 340.037037
| 1,452
| 38.6
| 72
| 0
|
5,016
|
L
| 303.9
| 340.037037
| 1,759
| 28.4
| 74
| 0
|
5,017
|
L
| 303.9
| 340.037037
| 1,408
| 47.5
| 76
| 0
|
5,018
|
L
| 303.9
| 340.037037
| 1,483
| 45
| 78
| 0
|
5,019
|
M
| 303.9
| 340.037037
| 1,620
| 36.6
| 80
| 0
|
5,020
|
M
| 304
| 340.407407
| 1,466
| 39.5
| 83
| 0
|
5,021
|
L
| 304.1
| 340.407407
| 1,556
| 36.3
| 86
| 0
|
5,022
|
L
| 304
| 340.037037
| 1,350
| 61.1
| 88
| 0
|
5,023
|
L
| 304
| 340.407407
| 1,404
| 47.1
| 90
| 0
|
5,024
|
M
| 304
| 340.037037
| 1,575
| 34.5
| 92
| 0
|
5,025
|
L
| 303.9
| 340.407407
| 1,639
| 29
| 95
| 0
|
5,026
|
M
| 303.9
| 340.407407
| 1,473
| 42.8
| 97
| 0
|
5,027
|
L
| 303.9
| 340.777778
| 1,481
| 40
| 100
| 0
|
5,028
|
L
| 304
| 341.148148
| 1,294
| 54.6
| 102
| 0
|
5,029
|
M
| 303.9
| 340.777778
| 1,630
| 29.3
| 104
| 0
|
5,030
|
M
| 303.9
| 340.777778
| 1,624
| 39.8
| 107
| 0
|
5,031
|
M
| 303.9
| 340.407407
| 1,437
| 48.3
| 110
| 0
|
5,032
|
M
| 303.8
| 340.037037
| 1,514
| 45
| 113
| 0
|
5,033
|
M
| 304
| 340.407407
| 1,694
| 31.4
| 116
| 0
|
5,034
|
L
| 304
| 340.407407
| 1,564
| 50.9
| 119
| 0
|
5,035
|
M
| 303.9
| 340.407407
| 1,514
| 41.1
| 121
| 0
|
5,036
|
M
| 304
| 340.777778
| 1,500
| 40.6
| 124
| 0
|
5,037
|
L
| 304
| 340.777778
| 1,615
| 37.8
| 127
| 0
|
5,038
|
M
| 304.1
| 340.777778
| 1,586
| 41.1
| 129
| 0
|
5,039
|
L
| 304.1
| 341.148148
| 1,732
| 28.5
| 132
| 0
|
5,040
|
H
| 304.1
| 341.148148
| 1,689
| 32.5
| 134
| 0
|
5,041
|
H
| 304.1
| 340.777778
| 1,586
| 34.6
| 139
| 0
|
5,042
|
L
| 304
| 340.777778
| 1,314
| 47.1
| 144
| 0
|
5,043
|
L
| 304.1
| 340.777778
| 1,569
| 35.8
| 146
| 0
|
5,044
|
L
| 304.1
| 340.777778
| 1,468
| 39.4
| 148
| 0
|
5,045
|
L
| 304.1
| 340.777778
| 1,412
| 47.5
| 150
| 0
|
5,046
|
M
| 304.1
| 340.777778
| 1,510
| 46.9
| 152
| 0
|
5,047
|
M
| 304.1
| 340.777778
| 1,410
| 42.4
| 155
| 0
|
5,048
|
M
| 304.1
| 341.148148
| 1,680
| 29.3
| 158
| 0
|
5,049
|
H
| 304
| 340.777778
| 1,271
| 68.6
| 161
| 1
|
5,050
|
H
| 304
| 340.407407
| 1,472
| 45.5
| 166
| 0
|
5,051
|
H
| 304
| 340.037037
| 1,701
| 30.4
| 171
| 0
|
5,052
|
L
| 303.9
| 340.037037
| 1,480
| 39.9
| 176
| 0
|
5,053
|
L
| 303.9
| 340.037037
| 1,433
| 48.4
| 178
| 0
|
5,054
|
L
| 303.8
| 339.666667
| 1,514
| 34.3
| 180
| 0
|
5,055
|
L
| 303.8
| 339.666667
| 1,619
| 35.7
| 182
| 0
|
5,056
|
H
| 303.8
| 339.666667
| 1,378
| 45.6
| 184
| 0
|
5,057
|
M
| 303.9
| 339.666667
| 1,430
| 53.5
| 189
| 0
|
5,058
|
L
| 303.8
| 339.666667
| 1,367
| 49.9
| 192
| 0
|
5,059
|
L
| 303.9
| 339.666667
| 1,526
| 42.5
| 194
| 0
|
5,060
|
L
| 303.9
| 339.296296
| 1,419
| 47.9
| 196
| 0
|
5,061
|
L
| 304
| 339.296296
| 1,542
| 42.7
| 198
| 0
|
5,062
|
L
| 304
| 339.666667
| 1,363
| 62.5
| 200
| 1
|
5,063
|
L
| 304
| 339.666667
| 1,313
| 53.9
| 202
| 0
|
5,064
|
H
| 304
| 339.666667
| 1,495
| 46.6
| 0
| 0
|
5,065
|
L
| 304
| 340.037037
| 1,407
| 42.1
| 5
| 0
|
5,066
|
L
| 304.1
| 340.037037
| 1,566
| 37.2
| 7
| 0
|
5,067
|
L
| 304.1
| 340.407407
| 1,550
| 30.9
| 9
| 0
|
5,068
|
M
| 304.2
| 340.777778
| 1,396
| 50.5
| 11
| 0
|
5,069
|
M
| 304.3
| 341.148148
| 1,540
| 39
| 14
| 0
|
5,070
|
M
| 304.2
| 340.777778
| 1,380
| 48.7
| 17
| 0
|
5,071
|
M
| 304.2
| 340.407407
| 1,608
| 31.1
| 20
| 0
|
5,072
|
H
| 304.2
| 340.037037
| 1,442
| 40.9
| 23
| 0
|
5,073
|
L
| 304.1
| 340.037037
| 1,408
| 45.3
| 28
| 0
|
5,074
|
M
| 304
| 340.037037
| 1,454
| 46.8
| 30
| 0
|
5,075
|
L
| 304.1
| 340.407407
| 1,666
| 34.6
| 33
| 0
|
5,076
|
L
| 304.1
| 340.777778
| 1,366
| 46.6
| 35
| 0
|
5,077
|
L
| 304.2
| 340.777778
| 1,464
| 44.9
| 37
| 0
|
5,078
|
L
| 304.3
| 341.148148
| 1,775
| 24.9
| 39
| 0
|
5,079
|
M
| 304.3
| 341.518519
| 1,482
| 43.8
| 41
| 0
|
5,080
|
M
| 304.2
| 341.518519
| 1,411
| 54.8
| 44
| 0
|
5,081
|
L
| 304.2
| 341.148148
| 1,410
| 51.6
| 47
| 0
|
5,082
|
M
| 304.1
| 341.148148
| 1,494
| 39
| 49
| 0
|
5,083
|
H
| 304.1
| 340.777778
| 1,590
| 43.4
| 52
| 0
|
5,084
|
L
| 304.1
| 340.407407
| 1,327
| 54.1
| 57
| 0
|
5,085
|
L
| 304.1
| 340.407407
| 1,969
| 20.8
| 59
| 0
|
5,086
|
M
| 304
| 340.037037
| 1,377
| 56
| 61
| 0
|
5,087
|
L
| 304
| 340.037037
| 1,541
| 45.9
| 64
| 0
|
5,088
|
M
| 304
| 340.037037
| 1,685
| 28.2
| 66
| 0
|
5,089
|
L
| 304
| 340.407407
| 1,465
| 41
| 69
| 0
|
5,090
|
M
| 303.9
| 340.407407
| 1,483
| 47.2
| 71
| 0
|
5,091
|
M
| 303.9
| 340.777778
| 1,570
| 40.7
| 74
| 0
|
5,092
|
L
| 303.9
| 340.777778
| 1,345
| 48.2
| 77
| 0
|
5,093
|
M
| 303.9
| 340.777778
| 1,608
| 40.6
| 79
| 0
|
5,094
|
M
| 304
| 341.148148
| 1,415
| 52.8
| 82
| 0
|
5,095
|
M
| 304.1
| 341.888889
| 1,470
| 45.8
| 85
| 0
|
5,096
|
M
| 304.1
| 341.888889
| 1,428
| 39.9
| 88
| 0
|
5,097
|
H
| 304.2
| 341.888889
| 1,627
| 32.2
| 91
| 0
|
5,098
|
L
| 304.2
| 341.518519
| 1,457
| 49.4
| 96
| 0
|
5,099
|
L
| 304.2
| 341.518519
| 1,475
| 40.2
| 98
| 0
|
5,100
|
L
| 304.2
| 341.888889
| 1,438
| 50.1
| 100
| 0
|
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