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
302.5
311.9
1,524
34.8
86
M
0
298.8
308.6
1,631
32.4
38
L
0
298.9
310.4
1,533
44.4
24
M
0
303.7
312.9
1,566
32.6
9
M
0
300.1
309.5
1,462
42.8
50
M
0
298.2
308.3
1,639
33.3
191
M
0
297
307.7
1,261
51.1
130
M
0
303.8
312.6
1,577
41.3
134
L
0
299.9
309.3
1,473
40.4
59
L
0
298.7
310.2
1,566
33.1
68
L
0
299.1
310.1
1,421
41.2
149
H
0
301.8
310.3
1,409
52.5
26
M
0
297.8
308.9
1,871
25.6
200
L
0
303.6
311.8
1,695
30.7
90
L
0
299.8
310.9
1,427
47.2
168
H
0
300.8
311.3
1,498
40.2
73
L
0
300.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
305.8
310.3
1,538
36.1
198
L
0
306.2
310.3
1,538
36.1
198
L
0
306.3
310.3
1,538
36.1
198
L
1
301.3
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
302.3
310.3
1,538
36.1
198
L
0
302.8
310.3
1,538
36.1
198
L
0
303.3
310.3
1,538
36.1
198
L
0
303.8
310.3
1,538
36.1
198
L
0
304.3
310.3
1,538
36.1
198
L
0
304.8
310.3
1,538
36.1
198
L
0
305.3
310.3
1,538
36.1
198
L
0
305.8
310.3
1,538
36.1
198
L
0
306.3
310.3
1,538
36.1
198
L
1
300.9
310.3
1,538
36.1
198
L
0
301
310.3
1,538
36.1
198
L
0
301.1
310.3
1,538
36.1
198
L
0
301.2
310.3
1,538
36.1
198
L
0
301.3
310.3
1,538
36.1
198
L
0
301.4
310.3
1,538
36.1
198
L
0
301.5
310.3
1,538
36.1
198
L
0
301.6
310.3
1,538
36.1
198
L
0
301.7
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
301.9
310.3
1,538
36.1
198
L
0
302
310.3
1,538
36.1
198
L
0
302.1
310.3
1,538
36.1
198
L
0
302.2
310.3
1,538
36.1
198
L
0
302.3
310.3
1,538
36.1
198
L
0
302.4
310.3
1,538
36.1
198
L
0
302.5
310.3
1,538
36.1
198
L
0
302.6
310.3
1,538
36.1
198
L
0
302.7
310.3
1,538
36.1
198
L
0
302.8
310.3
1,538
36.1
198
L
0
302.9
310.3
1,538
36.1
198
L
0
303
310.3
1,538
36.1
198
L
0
303.1
310.3
1,538
36.1
198
L
0
303.2
310.3
1,538
36.1
198
L
0
303.3
310.3
1,538
36.1
198
L
0
303.4
310.3
1,538
36.1
198
L
0
303.5
310.3
1,538
36.1
198
L
0
303.6
310.3
1,538
36.1
198
L
0
303.7
310.3
1,538
36.1
198
L
0
303.8
310.3
1,538
36.1
198
L
0
303.9
310.3
1,538
36.1
198
L
0
304
310.3
1,538
36.1
198
L
0
304.1
310.3
1,538
36.1
198
L
0
304.2
310.3
1,538
36.1
198
L
0
304.3
310.3
1,538
36.1
198
L
0
304.4
310.3
1,538
36.1
198
L
0
304.5
310.3
1,538
36.1
198
L
0
304.6
310.3
1,538
36.1
198
L
0
304.7
310.3
1,538
36.1
198
L
0
304.8
310.3
1,538
36.1
198
L
0
304.9
310.3
1,538
36.1
198
L
0
305
310.3
1,538
36.1
198
L
0
305.1
310.3
1,538
36.1
198
L
0
305.2
310.3
1,538
36.1
198
L
0
305.3
310.3
1,538
36.1
198
L
0
305.4
310.3
1,538
36.1
198
L
0
305.5
310.3
1,538
36.1
198
L
0
305.6
310.3
1,538
36.1
198
L
0
305.7
310.3
1,538
36.1
198
L
0
305.8
310.3
1,538
36.1
198
L
0
305.9
310.3
1,538
36.1
198
L
0
306
310.3
1,538
36.1
198
L
0
306.1
310.3
1,538
36.1
198
L
0
306.2
310.3
1,538
36.1
198
L
0
306.3
310.3
1,538
36.1
198
L
1
301.3
310.3
1,538
36.1
198
L
0
306.2
310.3
1,538
36.1
198
L
0
306.3
310.3
1,538
36.1
198
L
1