Datasets:
epalvarez
/
machine-failure-logs

Dataset card Data Studio Files
xet
 Community
1
Air temperature [K]
float64
0
307
Process temperature [K]
float64
0
410
Rotational speed [rpm]
int64
0
2.55k
Torque [Nm]
float64
0
72
Tool wear [min]
int64
0
1.01k
Type
stringclasses
3 values
prediction
int64
0
1
297.6
308.4
1,398
41.9
215
M
0
299.7
310.3
1,386
46.6
2
L
0
297.2
308.6
1,578
34.4
76
L
0
302.5
312
1,451
43.2
189
M
0
298.1
307.8
1,569
31.2
131
M
0
303.1
311.4
1,831
23.3
161
M
0
297.4
308.4
1,441
46.8
116
M
0
303.7
312.9
1,406
41.9
48
M
0
301.7
310.7
1,532
39.8
92
L
0
300.5
310.6
1,543
36.2
30
L
0
300
311.3
1,520
39.2
43
L
0
303.6
312.4
1,781
28.7
124
L
0
302.3
311.6
1,668
33.2
52
M
0
300
309.6
1,587
32.6
152
M
0
300.6
310.6
1,508
34.8
62
L
0
297.6
309.4
1,958
22.1
108
L
0
299.2
310.3
1,551
44.8
18
M
0
302.6
312.2
1,377
45.5
54
L
0
303.8
312.9
1,815
27.8
66
M
0
297.9
307.6
1,687
29.1
176
L
0
299.4
309.1
1,766
24.6
158
L
0
300.7
310.1
1,351
46.9
165
L
0
297.3
309
1,548
37.4
171
L
0
303.5
312.7
1,694
27.3
40
L
0
298.9
310.1
1,495
42.9
175
L
0
300.7
310.6
1,616
29.6
47
L
0
300.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0