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
685
2.79
5.28
3.22
77.84
72.61
217.1736
0.044347
3,616.8
1
660
2.52
7.77
1.15
77.51
80.02
195.3252
0.014371
5,128.2
1
996
2.19
12.02
2.71
77.86
80.5
170.5134
0.033665
11,971.92
1
699
2.86
7.09
1.45
78.04
80.45
223.1944
0.018024
4,955.91
0
589
2.51
4.68
2.07
76.47
79.28
191.9397
0.02611
2,756.52
1
464
1.92
6.44
3.18
75.49
73.18
144.9408
0.043454
2,988.16
1
714
3.79
8.92
1.67
74.07
80.07
280.7253
0.020857
6,368.88
0
565
3.44
12.04
1.42
76.33
89.32
262.5752
0.015898
6,802.6
0
1,097
5.35
6.65
2.75
76.41
74.28
408.7935
0.037022
7,295.05
1
377
4.87
10.72
1.94
85.85
82.27
418.0895
0.023581
4,041.44
1
628
2.54
6.84
1.83
75.76
64.68
192.4304
0.028293
4,295.52
1
601
3.5
5.9
1.92
75.76
78.68
265.16
0.024403
3,545.9
1
633
3.34
1.06
1.4
85.98
76.68
287.1732
0.018258
670.98
0
672
2.78
4.96
1.54
76.44
91.56
212.5032
0.01682
3,333.12
1
510
2.4
6.1
2.56
77.54
80.45
186.096
0.031821
3,111
0
486
3.95
5.81
1.73
88.33
70.01
348.9035
0.024711
2,823.66
0
1,227
3.1
3.6
3.3
75.69
68.6
234.639
0.048105
4,417.2
0
952
2.44
4.2
3.03
77.83
88.43
189.9052
0.034264
3,998.4
0
924
3.5
14.48
2.66
77.26
78.38
270.41
0.033937
13,379.52
1
1,045
2.67
8.07
2.34
85.14
67.83
227.3238
0.034498
8,433.15
0
512
3.02
5.01
2.29
74.91
78.34
226.2282
0.029232
2,565.12
0
982
4.06
4.51
1.76
76.75
75.62
311.605
0.023274
4,428.82
0
927
3.68
8.44
3.12
76.33
80.01
280.8944
0.038995
7,823.88
0
524
1.87
5.64
2.11
76.07
90.35
142.2509
0.023354
2,955.36
1
828
3.24
2.02
2.73
75.58
69.66
244.8792
0.03919
1,672.56
1
1,031
5.02
7.22
0.89
77.67
85.57
389.9034
0.010401
7,443.82
0
793
4.03
9.4
3.08
74.61
67.85
300.6783
0.045394
7,454.2
1
1,199
3.67
9.29
3.3
76.63
80.89
281.2321
0.040796
11,138.71
1
892
4.12
7.93
3.99
85.49
75.89
352.2188
0.052576
7,073.56
0
1,201
4.48
11.16
3.99
77.03
73.86
345.0944
0.054021
13,403.16
0
1,254
3.82
4.28
1.74
78.06
71.81
298.1892
0.024231
5,367.12
1
605
2.4
8.19
2.66
75.94
84.78
182.256
0.031375
4,954.95
0
965
2.92
4.49
2.88
75.16
71.68
219.4672
0.040179
4,332.85
1
854
3.22
4.2
1.95
81.48
81.45
262.3656
0.023941
3,586.8
1
521
2.77
5.45
2.46
74.91
66.43
207.5007
0.037031
2,839.45
1
619
2.34
10.5
1
75.7
70.43
177.138
0.014198
6,499.5
1
802
4.01
8.41
1.34
76.09
74.97
305.1209
0.017874
6,744.82
0
882
4.84
5.6
2.67
76.56
85.45
370.5504
0.031246
4,939.2
0
492
4.5
7.7
1.31
82.59
79.96
371.655
0.016383
3,788.4
1
871
2.23
4.23
1.5
76.6
83.73
170.818
0.017915
3,684.33
0
861
2.42
4.97
1.47
77.81
82.69
188.3002
0.017777
4,279.17
1
608
5.56
6.09
2.3
79.99
64.7
444.7444
0.035549
3,702.72
1
787
2.61
14.41
3.28
75.13
69.01
196.0893
0.047529
11,340.67
0
800
2.03
6.12
2.48
87.16
82.89
176.9348
0.029919
4,896
0
1,333
2.59
7.94
1.89
76.54
66.55
198.2386
0.0284
10,584.02
1
868
3.38
7.1
4.5
77.57
77.26
262.1866
0.058245
6,162.8
1
963
3.49
7.37
3.27
85.05
75.8
296.8245
0.04314
7,097.31
1
761
3.13
5.75
2.65
86.61
81.69
271.0893
0.03244
4,375.75
0
868
1.89
6.93
1.66
82.07
75.23
155.1123
0.022066
6,015.24
0
861
1.74
4.31
1.87
77.07
75.31
134.1018
0.024831
3,710.91
1
834
1.9
2.31
1.49
79.11
77.6
150.309
0.019201
1,926.54
1
487
4.23
6.63
1.85
76.59
70.92
323.9757
0.026086
3,228.81
1
591
3.92
0.33
2.93
76.44
70.29
299.6448
0.041684
195.03
1
531
2.75
3.74
2.56
77.01
67.64
211.7775
0.037847
1,985.94
1
1,201
1.95
5.53
1.34
77
71.17
150.15
0.018828
6,641.53
0
785
4.41
6.07
0.8
75.42
75.53
332.6022
0.010592
4,764.95
1
804
2
5.44
3.58
76.46
75.94
152.92
0.047142
4,373.76
0
994
1.87
7.41
1.45
76.17
91.37
142.4379
0.01587
7,365.54
1
1,168
2.62
8.23
2.58
76.72
83.42
201.0064
0.030928
9,612.64
0
629
2.58
6.48
1.49
77.08
80.11
198.8664
0.018599
4,075.92
1
690
2.47
6.23
3.6
75.43
67.5
186.3121
0.053333
4,298.7
1
1,312
5.87
6.75
1.19
76.94
74.97
451.6378
0.015873
8,856
1
587
1.14
6.36
2.63
76.26
75.71
86.9364
0.034738
3,733.32
1
710
2.17
7.74
4.32
82.12
81.72
178.2004
0.052863
5,495.4
1
679
3.78
4.74
2.48
74.58
87.12
281.9124
0.028466
3,218.46
1
1,550
4.81
4.44
2.85
77.44
87.1
372.4864
0.032721
6,882
1
588
3.03
4.45
2.84
75.77
92.32
229.5831
0.030763
2,616.6
1
547
2.3
4.6
2.53
76.27
70.74
175.421
0.035765
2,516.2
1
832
2.5
13.42
1.44
76.68
76.01
191.7
0.018945
11,165.44
1
680
2.9
6.13
2.55
76.43
75.42
221.647
0.033811
4,168.4
1
1,512
2.61
5.75
2.16
80.75
70.04
210.7575
0.03084
8,694
1
734
4.37
4.52
1.52
78.1
70.2
341.297
0.021652
3,317.68
1
434
4.46
7.57
1.84
77.1
75.24
343.866
0.024455
3,285.38
1
897
3.12
6.06
1.46
83.44
79.12
260.3328
0.018453
5,435.82
0
954
3.09
6.1
3.85
77.92
79.88
240.7728
0.048197
5,819.4
0
955
3.88
7.64
0.98
75.57
69.58
293.2116
0.014085
7,296.2
0
749
3.66
6.22
1.83
76.56
88.64
280.2096
0.020645
4,658.78
0
376
2.15
2.98
3.27
75.3
89.69
161.895
0.036459
1,120.48
0
1,033
4.77
2.37
1.79
74.13
81.01
353.6001
0.022096
2,448.21
0
433
2.59
6.06
2.19
75.87
67.39
196.5033
0.032497
2,623.98
1
672
2.25
5.95
2.24
83.45
75.43
187.7625
0.029696
3,998.4
1
1,134
2.82
15.56
2.39
75.23
68.54
212.1486
0.03487
17,645.04
1
589
3.98
8.11
1.85
78.75
67.41
313.425
0.027444
4,776.79
1
885
2.03
15.5
1.52
78.96
80.82
160.2888
0.018807
13,717.5
1
755
4.59
3.73
1.62
78.87
85.84
362.0133
0.018872
2,816.15
0
699
5.23
5.24
3.82
75.69
75.07
395.8587
0.050886
3,662.76
0
929
4.54
5.25
1.31
77.04
78.55
349.7616
0.016677
4,877.25
0
543
3.5
3.61
4.05
76.13
85.46
266.455
0.047391
1,960.23
0
782
4.9
5.19
1.69
77.37
79.28
379.113
0.021317
4,058.58
1
837
2.27
4.4
1.76
75.91
80.85
172.3157
0.021769
3,682.8
0
569
3.18
4.33
2.04
76.39
72.96
242.9202
0.027961
2,463.77
0
974
2.24
4.74
2.93
74.86
69.91
167.6864
0.041911
4,616.76
1
868
5.14
6.46
3.48
76.53
71.6
393.3642
0.048603
5,607.28
1
617
3.09
6
1.99
80.78
86.65
249.6102
0.022966
3,702
1
599
2.28
6.11
0.99
75.76
79.37
172.7328
0.012473
3,659.89
1
625
2.44
6.91
1.96
74.63
85
182.0972
0.023059
4,318.75
1
1,062
3.46
7.96
2.28
76
75.88
262.96
0.030047
8,453.52
0
1,176
1.93
7.7
1.12
75.83
88.39
146.3519
0.012671
9,055.2
0
830
2.94
6.47
2.43
75.42
80.32
221.7348
0.030254
5,370.1
1
544
2.03
7.46
2.4
75.64
69.43
153.5492
0.034567
4,058.24
1