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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
1,134
2.91
3.36
2.63
78.13
78.18
227.3583
0.03364
3,810.24
1
1,245
3.17
4.91
2.82
76.66
80.07
243.0122
0.035219
6,112.95
1
547
4.37
6.9
1.47
73.99
79.25
323.3363
0.018549
3,774.3
1
736
4.35
4.23
2.69
76.7
83.29
333.645
0.032297
3,113.28
1
1,072
3.27
7.24
1.78
77.83
68.13
254.5041
0.026127
7,761.28
1
639
2.31
5.62
4.17
77.64
81.79
179.3484
0.050984
3,591.18
0
437
3.87
5.74
3.88
75.6
82.41
292.572
0.047082
2,508.38
1
527
2.81
8.43
0.81
76.35
75.5
214.5435
0.010728
4,442.61
1
1,141
5.2
7.5
2.16
80.09
71.83
416.468
0.030071
8,557.5
1
624
3.27
6.19
1.45
83.53
76.8
273.1431
0.01888
3,862.56
0
929
5.2
8.03
1.34
76.98
74.47
400.296
0.017994
7,459.87
0
792
4.97
1.51
2.82
76.21
76.14
378.7637
0.037037
1,195.92
0
767
3.53
4.49
1.56
76.24
81.4
269.1272
0.019165
3,443.83
0
1,336
3.21
8.22
3.05
75.8
86.06
243.318
0.03544
10,981.92
1
560
3.86
4.92
5.96
76.44
84.46
295.0584
0.070566
2,755.2
1
484
4.17
11.54
2.82
78.37
74.96
326.8029
0.03762
5,585.36
0
576
2.14
6.28
5.3
76.35
74.32
163.389
0.071313
3,617.28
1
855
2.04
12.57
3.69
73.95
77.33
150.858
0.047718
10,747.35
1
899
4.21
7.03
2.68
84.74
87.52
356.7554
0.030622
6,319.97
1
740
0.41
5.29
2.25
77.48
77.65
31.7668
0.028976
3,914.6
0
963
4.68
18.92
3.34
73.88
68.7
345.7584
0.048617
18,219.96
1
1,217
5.3
5.41
1.23
76.23
70.69
404.019
0.0174
6,583.97
0
528
2.55
3.47
1.58
74.7
75.9
190.485
0.020817
1,832.16
1
419
0.34
4.55
2.14
77.3
83.44
26.282
0.025647
1,906.45
1
1,243
2.04
7.46
5.1
75.84
87.23
154.7136
0.058466
9,272.78
0
989
4.45
6.97
2.45
73.66
82.54
327.787
0.029683
6,893.33
1
813
4.49
8.61
1.67
76.22
77.24
342.2278
0.021621
6,999.93
1
699
2.15
3.46
0.91
74.54
76.21
160.261
0.011941
2,418.54
0
695
2.61
5.31
1.88
77.83
79.35
203.1363
0.023692
3,690.45
0
884
3.53
6.1
2.6
76.02
85.56
268.3506
0.030388
5,392.4
1
503
4.31
5.25
2.33
76.99
79.44
331.8269
0.02933
2,640.75
1
669
3.21
3.59
2.46
76.52
71.49
245.6292
0.03441
2,401.71
1
893
5.16
2.68
1.51
80.77
74.11
416.7732
0.020375
2,393.24
0
713
2.8
4.01
2.52
77.84
84.5
217.952
0.029822
2,859.13
0
728
4.02
6.33
1.79
76.27
85.25
306.6054
0.020997
4,608.24
0
857
4.28
4.36
2.33
76.83
88.24
328.8324
0.026405
3,736.52
0
1,038
5.09
7.26
1.46
77.88
83.24
396.4092
0.01754
7,535.88
0
443
5.07
5.55
2.21
74.4
86.52
377.208
0.025543
2,458.65
1
977
2.38
6.42
1.66
76.76
84.39
182.6888
0.019671
6,272.34
1
593
0.22
11.59
1.29
77.17
77.77
16.9774
0.016587
6,872.87
1
778
5.29
8.28
1.14
85.42
71.2
451.8718
0.016011
6,441.84
0
996
3.25
8.4
3.81
76
70.01
247
0.054421
8,366.4
0
964
1.92
5.07
0.99
77.31
76.25
148.4352
0.012984
4,887.48
0
1,003
4.14
6.98
2.26
76.99
75.05
318.7386
0.030113
7,000.94
1
519
3.85
6.15
1.7
77.81
72.18
299.5685
0.023552
3,191.85
1
493
2.15
6.81
4.61
78.11
78.57
167.9365
0.058674
3,357.33
1
886
4.55
6.91
6.49
77.09
78.22
350.7595
0.082971
6,122.26
0
925
2.82
7.23
6.5
82.84
80.63
233.6088
0.080615
6,687.75
1
377
3.76
5.41
0.92
76.21
75.08
286.5496
0.012254
2,039.57
1
918
0.03
8.14
2.27
76.75
89.75
2.3025
0.025292
7,472.52
0
495
2.07
3.15
1.65
77.5
90.15
160.425
0.018303
1,559.25
1
753
2.11
3.88
3.64
82.26
74.89
173.5686
0.048605
2,921.64
0
373
1.93
15.58
3
76.05
68.82
146.7765
0.043592
5,811.34
1
806
2.57
6.07
3.07
76.15
89.16
195.7055
0.034432
4,892.42
0
443
3.86
3.83
2.51
75.43
68.36
291.1598
0.036717
1,696.69
1
802
4.29
6.19
1.73
75.85
76.11
325.3965
0.02273
4,964.38
1
656
3.02
4.48
1.48
76.57
74.61
231.2414
0.019836
2,938.88
1
609
2.45
8.01
2.96
76.22
77.62
186.739
0.038134
4,878.09
0
999
2.65
4.85
3.12
76.57
76.65
202.9105
0.040704
4,845.15
0
816
3
7.69
1.47
76.05
79.5
228.15
0.018491
6,275.04
0
664
5.71
8.07
2.55
76.15
88.84
434.8165
0.028703
5,358.48
1
902
2.21
6.23
1.77
78.98
87.21
174.5458
0.020296
5,619.46
1
500
2.69
13.71
2.73
74.2
85.62
199.598
0.031885
6,855
1
895
2.96
0.63
2.81
75.5
86.31
223.48
0.032557
563.85
0
745
4.19
6.74
2.72
80.12
67.3
335.7028
0.040416
5,021.3
0
1,017
4.73
7.64
0.18
75.51
72.08
357.1623
0.002497
7,769.88
0
1,209
2.42
7.52
3.23
77.08
81.15
186.5336
0.039803
9,091.68
0
467
4.37
10.28
2.98
77.93
83.52
340.5541
0.03568
4,800.76
0
919
3.51
5.33
2.2
78.02
84.05
273.8502
0.026175
4,898.27
1
489
3.72
6.19
2.07
78.01
89.01
290.1972
0.023256
3,026.91
1
1,320
3.38
6.78
2.42
80.54
78.96
272.2252
0.030648
8,949.6
1
610
4.85
9.2
2.86
77.22
84.8
374.517
0.033726
5,612
0
584
3.2
7.17
2.34
78.43
67.33
250.976
0.034754
4,187.28
1
938
4.59
4.88
1.25
82.14
83.36
377.0226
0.014995
4,577.44
0
794
3.8
13.63
2.49
78.36
85.91
297.768
0.028984
10,822.22
0
813
2.71
4.96
3.6
75.04
80.39
203.3584
0.044782
4,032.48
1
351
2.69
4.59
3.75
88.89
86.37
239.1141
0.043418
1,611.09
0
471
2.72
9.24
2.63
76.17
70.65
207.1824
0.037226
4,352.04
1
1,062
5.22
3.78
1.77
78.29
76.37
408.6738
0.023177
4,014.36
0
576
3.01
4.43
1.16
74.35
70.24
223.7935
0.016515
2,551.68
1
552
5.32
3.99
1.75
76.59
73.85
407.4588
0.023697
2,202.48
1
674
2.07
5.91
2.55
75.79
76.7
156.8853
0.033246
3,983.34
0
725
3.83
5
1.35
85.19
72.63
326.2777
0.018587
3,625
0
1,568
2.87
3.25
1.8
76.68
74.99
220.0716
0.024003
5,096
1
1,311
2.33
17.7
2.49
80.51
74.31
187.5883
0.033508
23,204.7
0
1,082
3.2
7.84
2.72
76.38
88.99
244.416
0.030565
8,482.88
0
613
1.68
6.18
1.73
86.52
83.93
145.3536
0.020612
3,788.34
1
1,053
3.57
5.97
1.93
77.86
69.49
277.9602
0.027774
6,286.41
0
794
2.82
6.14
2.09
75.87
68.27
213.9534
0.030614
4,875.16
1
683
3.09
9.23
2.82
75.04
76.79
231.8736
0.036724
6,304.09
0
713
3.69
6.86
0.99
76.01
78.21
280.4769
0.012658
4,891.18
0
708
2.28
15.98
2.13
77.5
88.68
176.7
0.024019
11,313.84
1
842
3.1
2.62
2.16
76.64
76.89
237.584
0.028092
2,206.04
0
745
2.97
6.69
2.54
76.35
76.93
226.7595
0.033017
4,984.05
0
856
2.45
5.97
2.95
75.2
73.84
184.24
0.039951
5,110.32
1
642
3.8
7.27
1.7
74.99
73.35
284.962
0.023177
4,667.34
0
966
4.56
4.41
0.93
77.45
81.75
353.172
0.011376
4,260.06
1
899
2.21
7.57
3.1
76.94
78.2
170.0374
0.039642
6,805.43
0
669
2.94
6.66
1.36
77.28
70.76
227.2032
0.01922
4,455.54
1
1,334
3.65
8.17
1.72
75.76
79.2
276.524
0.021717
10,898.78
1