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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
764
3.12
10.38
2.48
74.89
66.24
233.6568
0.03744
7,930.32
1
717
2.21
5.69
1.86
75.08
70.18
165.9268
0.026503
4,079.73
1
689
2.55
7.15
3.85
77.11
73.83
196.6305
0.052147
4,926.35
1
898
4.13
16.44
1.28
77.02
73.69
318.0926
0.01737
14,763.12
1
648
3.99
3.1
1.79
75.76
81.33
302.2824
0.022009
2,008.8
0
847
3.65
4.88
2.64
83.62
83.52
305.213
0.031609
4,133.36
0
377
4.81
3.9
1.17
77.7
80.78
373.737
0.014484
1,470.3
1
683
4.78
6.19
1.95
77.03
83.79
368.2034
0.023272
4,227.77
1
900
3.04
5.13
2.25
82.7
72.04
251.408
0.031233
4,617
0
1,358
2.79
8.35
2.92
83.64
77.05
233.3556
0.037897
11,339.3
0
646
3.88
6.22
3.94
75.13
84.06
291.5044
0.046871
4,018.12
0
822
4.16
5.79
2.83
81.53
80.6
339.1648
0.035112
4,759.38
0
664
2.1
3.83
1.55
76.72
68.69
161.112
0.022565
2,543.12
1
1,041
4.39
5.12
2.24
82.3
84.33
361.297
0.026562
5,329.92
0
734
5.45
6.84
1.06
81.06
70.14
441.777
0.015113
5,020.56
1
963
4.15
5.82
2.88
74.43
79.11
308.8845
0.036405
5,604.66
1
498
5.33
6.42
2.45
81.07
86.13
432.1031
0.028445
3,197.16
1
1,093
5.37
9.82
1.83
76.65
71.4
411.6105
0.02563
10,733.26
1
574
2.45
8.33
4.19
76.34
72.69
187.033
0.057642
4,781.42
1
1,322
3.09
4.92
1.63
76.09
91.11
235.1181
0.01789
6,504.24
1
817
2.2
5.18
2.92
75.6
85.79
166.32
0.034037
4,232.06
1
958
2.38
18.75
3.12
74.79
79.29
178.0002
0.039349
17,962.5
1
380
3.63
5.41
2.44
75.47
75.04
273.9561
0.032516
2,055.8
1
917
2.78
16.57
2.68
75.79
81.85
210.6962
0.032743
15,194.69
1
439
3.4
4.8
1.88
77.16
77.04
262.344
0.024403
2,107.2
1
535
2.44
10.9
2.8
74.33
79.6
181.3652
0.035176
5,831.5
1
782
2.42
6.86
4.34
82.06
79.05
198.5852
0.054902
5,364.52
0
983
3.94
11.17
1.9
75.45
80.76
297.273
0.023526
10,980.11
1
1,108
3.42
4.79
2.19
83.09
76.23
284.1678
0.028729
5,307.32
0
845
3.32
5.2
3.26
76.38
72.81
253.5816
0.044774
4,394
1
1,036
2.71
5.27
2.64
82.56
78.88
223.7376
0.033469
5,459.72
1
1,436
3.48
10.05
2.65
77.81
79.38
270.7788
0.033384
14,431.8
0
1,341
2.86
14.87
1.66
77.23
75.1
220.8778
0.022104
19,940.67
1
760
4.78
4.61
1.99
75.07
77.33
358.8346
0.025734
3,503.6
1
821
5.23
6.57
6.6
77.57
84.2
405.6911
0.078385
5,393.97
0
721
5.29
3.84
2.42
77.21
77.8
408.4409
0.031105
2,768.64
1
442
5.07
5.51
1.65
75.91
70.46
384.8637
0.023418
2,435.42
1
531
5.05
7.92
1.45
77.27
81.98
390.2135
0.017687
4,205.52
1
440
2.91
13.21
2.06
75.14
86.16
218.6574
0.023909
5,812.4
1
748
2.2
5.9
2.65
80.99
72.88
178.178
0.036361
4,413.2
1
1,388
2.99
4.28
1.46
77.89
82.12
232.8911
0.017779
5,940.64
1
684
2.91
6.15
3.43
83.52
82.13
243.0432
0.041763
4,206.6
0
914
2.84
7.14
2.94
75.52
75.97
214.4768
0.038699
6,525.96
0
620
3.72
3.35
2.85
80.66
66.8
300.0552
0.042665
2,077
0
919
2.92
4.97
3.71
80.97
80.95
236.4324
0.045831
4,567.43
1
710
4.34
5.46
1.67
77.19
83.98
335.0046
0.019886
3,876.6
1
1,097
2.4
7.16
2.17
76.06
85.31
182.544
0.025437
7,854.52
1
570
2.71
4.44
2.15
81.83
76.24
221.7593
0.0282
2,530.8
1
554
2.15
3.37
1.42
81.61
82.5
175.4615
0.017212
1,866.98
1
899
4.33
0.93
1.75
75.65
79.44
327.5645
0.022029
836.07
1
867
3.42
3.67
1.37
84.99
78.46
290.6658
0.017461
3,181.89
0
729
3.11
6.62
2.59
77.24
68.69
240.2164
0.037706
4,825.98
1
1,398
3.97
6.21
1.44
77.4
81.81
307.278
0.017602
8,681.58
0
624
3.49
5.82
3.96
75.4
84.81
263.146
0.046693
3,631.68
1
983
2.72
5.62
2.15
83.75
78.21
227.8
0.02749
5,524.46
0
655
1.93
7.04
1.56
76.32
79.66
147.2976
0.019583
4,611.2
0
899
2.94
6.03
6.48
75.17
84.79
220.9998
0.076424
5,420.97
0
480
2.81
6.91
1.74
73.69
81.78
207.0689
0.021277
3,316.8
1
822
2.83
8.84
2.86
78.22
77.93
221.3626
0.0367
7,266.48
0
407
3.51
4.73
2.23
77.34
70.85
271.4634
0.031475
1,925.11
1
1,762
4.39
7.02
2.12
77.14
69.89
338.6446
0.030333
12,369.24
1
934
3.38
4.98
3.04
76.48
73.02
258.5024
0.041632
4,651.32
0
764
2.91
5.88
2.68
78.38
77.83
228.0858
0.034434
4,492.32
1
1,016
3.89
3.06
2.54
74.89
73.02
291.3221
0.034785
3,108.96
0
1,342
4.35
5.27
2.62
86.42
75.93
375.927
0.034505
7,072.34
0
675
3.53
6.84
2.7
84.06
89.32
296.7318
0.030228
4,617
1
900
3.2
6.32
2.68
80.71
78.9
258.272
0.033967
5,688
1
589
5.06
4.78
3.28
74.44
79.2
376.6664
0.041414
2,815.42
1
1,091
4.96
5.02
3.24
84.06
80.32
416.9376
0.040339
5,476.82
0
877
3.68
8.41
2.43
79.67
66.06
293.1856
0.036785
7,375.57
1
1,296
2.41
7.13
1.99
77.43
75.39
186.6063
0.026396
9,240.48
1
391
3.93
5.58
2.25
77.18
69.79
303.3174
0.03224
2,181.78
1
800
2.4
6.63
1.44
75.52
76.61
181.248
0.018796
5,304
1
603
3.96
4.79
1.69
76.98
79.13
304.8408
0.021357
2,888.37
1
684
2.67
4.93
1.9
76.84
86.34
205.1628
0.022006
3,372.12
1
535
3.69
13.82
1.61
85.47
68.72
315.3843
0.023428
7,393.7
1
923
3.93
7.42
5.21
77.14
81.26
303.1602
0.064115
6,848.66
1
1,303
2.89
10.73
1.4
78.11
65.69
225.7379
0.021312
13,981.19
1
768
2.81
6.1
0.03
76.03
82.38
213.6443
0.000364
4,684.8
1
413
4.03
4.46
4.48
76.1
85.38
306.683
0.052471
1,841.98
1
790
2.2
6.53
2.54
75.9
85.88
166.98
0.029576
5,158.7
1
497
2.74
3.97
0.88
77.22
80.97
211.5828
0.010868
1,973.09
0
634
3.7
5.28
2.74
76.05
74.15
281.385
0.036952
3,347.52
1
700
2.69
13.98
2.44
77.66
79.61
208.9054
0.030649
9,786
1
458
4.01
10.24
2.56
76.67
77.63
307.4467
0.032977
4,689.92
1
485
3.8
5.07
2.32
76.53
82.76
290.814
0.028033
2,458.95
0
653
3.28
8.19
2.46
76.18
74.57
249.8704
0.032989
5,348.07
1
981
3.91
3.11
3.36
75.95
76.12
296.9645
0.044141
3,050.91
0
1,753
2.77
12.4
2.86
78.87
67.16
218.4699
0.042585
21,737.2
0
519
3.98
3.98
1.64
76.7
81.59
305.266
0.020101
2,065.62
1
384
2.87
11.42
3.07
84.29
83.88
241.9123
0.0366
4,385.28
1
595
4.41
7.79
6.53
86.92
71.69
383.3172
0.091087
4,635.05
1
758
4.42
4.39
1.71
78.37
91.01
346.3954
0.018789
3,327.62
0
539
5.44
7.83
1.86
75.65
74.26
411.536
0.025047
4,220.37
1
665
1.79
4.88
1.98
75.21
74.84
134.6259
0.026456
3,245.2
1
616
2.85
15.19
1.71
76.36
72.9
217.626
0.023457
9,357.04
1
899
0.06
4.78
1.52
72.63
80.99
4.3578
0.018768
4,297.22
0
1,078
3.67
5.81
1.88
85.43
82.74
313.5281
0.022722
6,263.18
0
928
2.04
4.03
5.24
78.05
72.24
159.222
0.072536
3,739.84
1
749
2.42
11.54
2.53
75.4
80.87
182.468
0.031285
8,643.46
1