Datasets:
nilanjanadevc
/
engine-predictive-maintenance-processed

Dataset card Data Studio Files
xet
Community
1
Search is not available for this dataset
Engine rpm
int64
Lub oil pressure
float64
Fuel pressure
float64
Coolant pressure
float64
lub oil temp
float64
Coolant temp
float64
Lub_Stress_Index
float64
Thermal_Efficiency
float64
Power_Load_Index
float64
Engine Condition
int64
1,147
1.97
9.99
2.03
76.19
90.82
150.0943
0.022352
11,458.53
0
603
1.27
6.76
1.27
77.8
70.68
98.806
0.017968
4,076.28
0
533
2.8
4.23
2.25
74.96
84.57
209.888
0.026605
2,254.59
1
596
3.66
6.24
2.05
77.06
83.74
282.0396
0.024481
3,719.04
1
803
3.11
7.01
1.2
78.01
84.71
242.6111
0.014166
5,629.03
1
423
2.56
7.25
1.77
76.48
86.27
195.7888
0.020517
3,066.75
1
1,246
3.49
7.18
2.08
75.45
87.2
263.3205
0.023853
8,946.28
1
1,321
4.69
9.6
1.7
76.99
80.3
361.0831
0.021171
12,681.6
1
753
2.91
8.75
2.02
74.84
80.87
217.7844
0.024978
6,588.75
1
750
4.87
13.06
2.02
77.4
78.44
376.938
0.025752
9,795
1
904
1.59
7.53
1.35
77.89
81.59
123.8451
0.016546
6,807.12
1
903
2.23
3.95
1.56
86.74
74.92
193.4302
0.020822
3,566.85
0
917
2.81
4.44
4.27
76.98
76.25
216.3138
0.056
4,071.48
0
704
3.91
7.39
2.94
78.47
79.35
306.8177
0.037051
5,202.56
1
1,315
4.21
6.7
6.51
78.64
82.9
331.0744
0.078528
8,810.5
0
858
4.89
6.1
1.52
77.78
77.63
380.3442
0.01958
5,233.8
1
950
2.97
5.71
2.1
75.88
83.81
225.3636
0.025057
5,424.5
1
771
3.62
8.28
2.03
76.94
85.01
278.5228
0.02388
6,383.88
0
604
4.04
6.07
2.65
84.05
75.04
339.562
0.035314
3,666.28
1
743
3.11
5.52
2.58
74.12
82.99
230.5132
0.031088
4,101.36
1
691
0.03
6.37
1.8
74
70.2
2.22
0.025641
4,401.67
1
629
2.55
3.46
1.66
86.26
83.72
219.963
0.019828
2,176.34
0
614
2.74
11.87
3.3
75.4
85.72
206.596
0.038497
7,288.18
1
925
1.99
3.34
1.91
86.34
78.69
171.8166
0.024272
3,089.5
0
697
2.51
7.64
2.39
76.57
64.38
192.1907
0.037123
5,325.08
1
546
2.5
9.64
2.77
76.79
89.88
191.975
0.030819
5,263.44
0
903
4.73
6.54
2.46
75.19
78.06
355.6487
0.031514
5,905.62
0
486
2.07
1.91
2.24
85.11
78.58
176.1777
0.028506
928.26
1
673
2.43
11.44
1.83
84.52
86.07
205.3836
0.021262
7,699.12
0
759
3.98
1.72
1.29
78.45
74.01
312.231
0.01743
1,305.48
1
1,218
2.67
4.42
2.62
76.56
79.82
204.4152
0.032824
5,383.56
0
860
2.99
10.92
2.09
85.17
76.67
254.6583
0.02726
9,391.2
0
1,168
4.02
6.32
1.94
76.2
83.84
306.324
0.023139
7,381.76
1
820
2.08
8.9
6.22
74.21
79.04
154.3568
0.078694
7,298
1
943
3.14
15.88
1.6
82.01
72.7
257.5114
0.022008
14,974.84
1
827
2.67
10.96
2.27
77.34
80.39
206.4978
0.028237
9,063.92
1
614
3.39
4.13
2.34
76.46
82.59
259.1994
0.028333
2,535.82
1
595
3.58
13.86
2.49
76.79
78.52
274.9082
0.031712
8,246.7
1
1,132
5.01
8.08
3.35
75.27
71.36
377.1027
0.046945
9,146.56
1
645
3.49
4.57
2.91
76.55
88.6
267.1595
0.032844
2,947.65
1
1,451
2.17
1.96
1.96
74.24
72.03
161.1008
0.027211
2,843.96
0
541
2.83
5.3
2.44
76.78
78.41
217.2874
0.031118
2,867.3
1
1,237
2.6
6.69
2.07
80.18
82.18
208.468
0.025189
8,275.53
0
605
5.47
6.42
5.73
73.22
74.91
400.5134
0.076492
3,884.1
1
1,047
4.53
9.85
1.44
77.49
85.09
351.0297
0.016923
10,312.95
1
756
2.59
5.02
2.33
76.47
77.96
198.0573
0.029887
3,795.12
0
988
4.39
3.79
2.79
81.67
81.29
358.5313
0.034322
3,744.52
1
522
2.65
5.82
3.16
76.14
81.68
201.771
0.038688
3,038.04
1
771
1.82
12.07
2.3
84.84
85.69
154.4088
0.026841
9,305.97
0
631
4.9
6.93
1.84
77.53
75.69
379.897
0.02431
4,372.83
1
787
2.82
4.96
2.83
78.42
82.96
221.1444
0.034113
3,903.52
1
748
2
8.13
2.05
76.36
76.12
152.72
0.026931
6,081.24
0
1,082
2.23
3.66
2.25
75.94
82.12
169.3462
0.027399
3,960.12
0
555
4.8
7.08
2.28
74.63
74.5
358.224
0.030604
3,929.4
1
551
4.16
8.57
1.34
74.82
65.23
311.2512
0.020543
4,722.07
1
714
2.3
7.51
4.94
83.34
71.82
191.682
0.068783
5,362.14
1
601
3.93
9
1.72
77.61
74.79
305.0073
0.022998
5,409
1
538
2.51
4.79
1.45
77.01
85.2
193.2951
0.017019
2,577.02
1
573
2.27
10.93
1.76
77.34
81.8
175.5618
0.021516
6,262.89
0
825
4.05
4.38
1.91
84.57
74.4
342.5085
0.025672
3,613.5
0
1,269
3.4
8.49
1.59
76.37
74.23
259.658
0.02142
10,773.81
1
597
3.92
8.48
1.49
76.8
85.73
301.056
0.01738
5,062.56
0
736
4.97
9.07
2.76
75.93
73.74
377.3721
0.037429
6,675.52
1
1,180
4.76
7.08
2.11
85.97
77.67
409.2172
0.027166
8,354.4
0
483
2.05
6.77
1.77
78.39
83.47
160.6995
0.021205
3,269.91
1
769
3.84
7.11
1.89
85.93
84.96
329.9712
0.022246
5,467.59
1
667
2.92
4.93
1.29
82.28
82.12
240.2576
0.015709
3,288.31
0
711
3.47
12.18
1.3
74.62
87.76
258.9314
0.014813
8,659.98
1
1,048
3.68
7.84
1.62
77.12
82.88
283.8016
0.019546
8,216.32
0
1,411
1.9
4.62
2.56
75.59
77.7
143.621
0.032947
6,518.82
1
947
3.99
6.78
1.26
78.32
90.41
312.4968
0.013937
6,420.66
0
615
3.33
5.72
2.71
75.06
82.32
249.9498
0.03292
3,517.8
1
531
3.75
6.85
2.3
81.12
88.88
304.2
0.025878
3,637.35
1
466
2.41
7.45
1.36
76.75
88.5
184.9675
0.015367
3,471.7
1
1,025
1.93
5.96
4.16
75.3
85.98
145.329
0.048383
6,109
0
574
3.81
7.19
2.01
72.76
75.04
277.2156
0.026786
4,127.06
1
547
3.06
6.48
3.08
74.77
71.02
228.7962
0.043368
3,544.56
1
1,713
5.09
4.36
1.63
81.85
71.05
416.6165
0.022942
7,468.68
1
916
1.95
7.01
1.72
76.02
80.84
148.239
0.021277
6,421.16
0
770
2.78
8.67
1.89
76.69
83.41
213.1982
0.022659
6,675.9
0
1,103
4.17
6.04
1.95
78.55
79.75
327.5535
0.024451
6,662.12
1
1,333
2.65
11.89
2.82
76.53
66.47
202.8045
0.042425
15,849.37
0
496
1.95
2.81
2.6
77.23
69.17
150.5985
0.037589
1,393.76
0
1,505
3.85
7.5
2.18
76.52
73.37
294.602
0.029712
11,287.5
0
1,182
3.42
5.76
1.62
86.14
71.01
294.5988
0.022814
6,808.32
0
622
2.54
14.24
1.94
78.28
72.38
198.8312
0.026803
8,857.28
0
1,277
2.72
5.31
1.39
81.07
73.53
220.5104
0.018904
6,780.87
0
746
2.89
6.41
0.69
74.82
66.49
216.2298
0.010377
4,781.86
1
526
4.01
6.69
2.1
77.72
74.34
311.6572
0.028249
3,518.94
0
624
4.69
5.34
1.96
84.21
75.4
394.9449
0.025995
3,332.16
0
633
4.78
7.24
1.39
76.92
78.16
367.6776
0.017784
4,582.92
1
677
3.68
4.73
2.33
83.9
67.34
308.752
0.034601
3,202.21
1
937
3.93
4.62
2.25
76.78
77.59
301.7454
0.028999
4,328.94
1
1,158
2.75
5.58
1.32
74.77
78.65
205.6175
0.016783
6,461.64
1
868
2.53
4.29
1.6
76.14
82.91
192.6342
0.019298
3,723.72
1
527
4.63
7.94
2.42
75.51
83.12
349.6113
0.029115
4,184.38
0
815
2.07
7.65
2.33
75.83
68.83
156.9681
0.033852
6,234.75
1
702
3.5
6.87
2.91
75.48
74.64
264.18
0.038987
4,822.74
1
769
3.43
5.65
1.49
78.2
82.42
268.226
0.018078
4,344.85
1
855
1.93
4.64
1.94
80.26
79.04
154.9018
0.024545
3,967.2
1