Datasets:
nilanjanadevc
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engine-predictive-maintenance-processed

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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
790
3.02
9.78
2.61
77.35
75.28
233.597
0.034671
7,726.2
0
411
2.58
8.69
2.89
75.85
80.81
195.693
0.035763
3,571.59
1
1,949
3.12
6.65
4.42
75.16
80.8
234.4992
0.054703
12,960.85
0
602
2.56
6.74
2.14
75.03
78.76
192.0768
0.027171
4,057.48
1
604
2.96
7.56
3.69
74.43
69.01
220.3128
0.053471
4,566.24
1
943
3.66
4.75
2.75
76.82
70.45
281.1612
0.039035
4,479.25
0
518
2.37
5.18
5.21
83.4
77.98
197.658
0.066812
2,683.24
0
431
3.9
4.75
2.27
73.4
85.57
286.26
0.026528
2,047.25
1
1,350
3.76
4.71
2.33
75.2
66.01
282.752
0.035298
6,358.5
0
1,262
2.17
3.44
1.63
84.94
67.51
184.3198
0.024145
4,341.28
0
822
1.88
4.99
1.82
84.61
72.53
159.0668
0.025093
4,101.78
0
1,247
2.92
11.8
1.88
89.47
78.91
261.2524
0.023825
14,714.6
0
606
2.13
7.11
1.92
74.39
90.89
158.4507
0.021124
4,308.66
0
541
3.61
14.83
2.91
76.91
82.29
277.6451
0.035363
8,023.03
0
1,102
2.3
5.78
2.95
74.33
75.44
170.959
0.039104
6,369.56
1
1,090
5.18
16.46
5.21
83.52
91.83
432.6336
0.056735
17,941.4
1
964
2.97
4.1
1.31
74.33
77.93
220.7601
0.01681
3,952.4
0
907
4.04
8.09
0.43
86.42
90.69
349.1368
0.004741
7,337.63
1
751
4.39
10.21
6.14
76.07
67.64
333.9473
0.090775
7,667.71
0
746
3.75
6.16
1.17
75.43
71.04
282.8625
0.01647
4,595.36
0
623
2.45
4.78
2.49
77.22
86.9
189.189
0.028654
2,977.94
1
667
5.71
8.03
0.91
74.34
73.57
424.4814
0.012369
5,356.01
1
484
3.28
10.25
2.75
74.85
74.13
245.508
0.037097
4,961
1
754
3.75
3.67
2.44
76.21
67.58
285.7875
0.036105
2,767.18
1
666
4.79
6.99
2.05
75.76
68.72
362.8904
0.029831
4,655.34
1
1,696
4.37
5.35
1.1
81.99
75.49
358.2963
0.014571
9,073.6
0
1,078
1.87
4.59
2.14
78.15
84.81
146.1405
0.025233
4,948.02
0
581
4.08
7.95
3.14
83.92
76.59
342.3936
0.040998
4,618.95
1
818
2.85
6.52
1.05
73.77
85.68
210.2445
0.012255
5,333.36
1
466
3.69
7.21
1.42
86.01
92.52
317.3769
0.015348
3,359.86
1
494
3.22
5.42
1.68
76.83
75.78
247.3926
0.022169
2,677.48
0
1,439
5.32
4.72
1.74
76
83.43
404.32
0.020856
6,792.08
1
665
3.02
7.93
2.79
76.95
76.4
232.389
0.036518
5,273.45
1
370
1.9
16.51
3.55
82.65
76.13
157.035
0.046631
6,108.7
1
698
3.47
5.28
2.03
73.45
65.58
254.8715
0.030955
3,685.44
1
534
2.43
5.26
3.84
76.45
75.78
185.7735
0.050673
2,808.84
1
458
2.78
13.36
1.58
77.44
89.07
215.2832
0.017739
6,118.88
1
1,243
1.84
3.98
2.61
77.5
83.33
142.6
0.031321
4,947.14
0
890
3.28
4.78
3.18
77.29
69.71
253.5112
0.045618
4,254.2
1
1,546
1.98
1.62
1.43
77.14
82.5
152.7372
0.017333
2,504.52
0
604
4.5
9.27
1.82
75.87
79.84
341.415
0.022796
5,599.08
0
504
2.97
7.9
1.81
78.32
76.38
232.6104
0.023697
3,981.6
1
519
4.01
8.67
2.54
77.25
65.82
309.7725
0.03859
4,499.73
1
859
3.33
4.48
2.43
76.32
92.82
254.1456
0.02618
3,848.32
1
419
2.55
9.35
2.91
77.78
80.44
198.339
0.036176
3,917.65
1
645
3.89
11.87
3.21
76.08
77.65
295.9512
0.041339
7,656.15
1
886
1.96
8.71
2.9
76.41
73.42
149.7636
0.039499
7,717.06
0
558
4.06
9.61
3.12
77.41
81.08
314.2846
0.038481
5,362.38
1
518
2.28
9.47
2.01
77.49
77.15
176.6772
0.026053
4,905.46
0
807
3.23
7.09
2.83
76.84
77.08
248.1932
0.036715
5,721.63
0
1,529
3.81
1.24
1.23
76.71
66.36
292.2651
0.018535
1,895.96
0
1,963
4.58
6.18
2.02
76.87
80.69
352.0646
0.025034
12,131.34
0
953
2.86
5.1
1.59
77.12
76.54
220.5632
0.020773
4,860.3
0
489
2.27
5.67
2.09
77.05
80.35
174.9035
0.026011
2,772.63
1
749
4.97
6.52
1.56
75.6
72.61
375.732
0.021485
4,883.48
0
563
3.23
1.57
2.83
76.67
71.91
247.6441
0.039355
883.91
1
790
3.73
9.26
2.21
85.16
83.73
317.6468
0.026394
7,315.4
0
637
3.28
7.22
4.44
76.32
75.21
250.3296
0.059035
4,599.14
0
944
2.76
7.53
1.33
83.43
74.24
230.2668
0.017915
7,108.32
0
421
4.79
6.05
2.24
76.37
80.97
365.8123
0.027665
2,547.05
0
689
2.84
3.52
3.04
85.32
74.87
242.3088
0.040604
2,425.28
0
1,163
2.63
7.78
4.6
74.91
78.7
197.0133
0.05845
9,048.14
0
570
2.91
7.42
3.27
75.41
75.15
219.4431
0.043513
4,229.4
1
505
2.24
7.02
2.19
79.35
83.06
177.744
0.026366
3,545.1
1
731
2.41
5.12
2.17
76.43
73.88
184.1963
0.029372
3,742.72
0
1,014
5.21
6.86
1.77
74.32
80.11
387.2072
0.022095
6,956.04
1
459
2.94
4.68
1.01
75.14
74.34
220.9116
0.013586
2,148.12
1
537
2.08
7.8
2.79
81.19
87.06
168.8752
0.032047
4,188.6
1
548
2.29
5.54
1.34
78.89
75.6
180.6581
0.017725
3,035.92
1
594
3.84
5.02
1.52
74.66
87.81
286.6944
0.01731
2,981.88
1
616
2.03
5.7
3.61
76.5
82.17
155.295
0.043933
3,511.2
0
713
3.55
8.33
5.21
77.49
82.48
275.0895
0.063167
5,939.29
1
487
2.76
6.25
2.11
76.82
75.56
212.0232
0.027925
3,043.75
1
1,205
4.69
4.86
3.09
76.79
85.37
360.1451
0.036195
5,856.3
0
738
3.75
6.79
2.12
76.84
87.73
288.15
0.024165
5,011.02
1
765
4.84
8.27
2.68
78.43
77.67
379.6012
0.034505
6,326.55
0
1,381
3.53
3.78
1.57
77.89
80.42
274.9517
0.019523
5,220.18
0
780
2.59
5.26
2.11
74.99
75.53
194.2241
0.027936
4,102.8
0
895
2.99
4.99
2.3
74.71
72.21
223.3829
0.031852
4,466.05
0
733
3.14
7.62
0.89
75.46
65.99
236.9444
0.013487
5,585.46
1
737
3.5
7.67
3.19
80.92
85.22
283.22
0.037433
5,652.79
0
778
2.08
7.36
5.23
72.85
76.84
151.528
0.068063
5,726.08
1
739
4.43
7.66
3.21
77.03
79.57
341.2429
0.040342
5,660.74
1
1,232
2.11
7.39
2.03
76.54
79.79
161.4994
0.025442
9,104.48
0
741
2.42
8.58
1.99
76.32
86.82
184.6944
0.022921
6,357.78
1
927
5.05
11.48
1.7
73.97
78.79
373.5485
0.021576
10,641.96
1
1,094
0.56
6.29
5.84
75.17
75.73
42.0952
0.077116
6,881.26
0
619
4.2
6.03
2.23
78.42
83.75
329.364
0.026627
3,732.57
0
1,381
2.2
7.44
2.24
82.82
80.4
182.204
0.027861
10,274.64
1
417
4.35
5.71
2
76.28
91.57
331.818
0.021841
2,381.07
1
568
3.51
5.57
1.37
76.64
79.85
269.0064
0.017157
3,163.76
1
809
3.76
6.79
1.91
74.12
78.13
278.6912
0.024446
5,493.11
1
863
5.52
6.93
5.54
77.63
68.76
428.5176
0.08057
5,980.59
1
845
4.27
5.34
3.44
73.93
86.36
315.6811
0.039833
4,512.3
1
1,137
4.15
9.12
2.97
75.83
84.29
314.6945
0.035235
10,369.44
1
1,877
5.21
8.08
2.17
77.5
86.51
403.775
0.025084
15,166.16
0
975
4.04
6.44
0.73
77.17
84.62
311.7668
0.008627
6,279
1
1,255
2.94
5.15
0.88
76.3
66.91
224.322
0.013152
6,463.25
1
516
2.71
3.66
2.15
78.07
77.21
211.5697
0.027846
1,888.56
1
1,488
2.78
6.34
1.45
80.27
86.91
223.1506
0.016684
9,433.92
0