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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
984
3.14
7.44
5.72
78.58
84.85
246.7412
0.067413
7,320.96
0
427
2.62
10.28
1.64
73.98
73.54
193.8276
0.022301
4,389.56
1
673
2.93
6.16
1.93
76.96
84.58
225.4928
0.022819
4,145.68
1
632
3.48
17.96
2.99
74.68
83.91
259.8864
0.035633
11,350.72
1
507
3.88
7.85
2.6
87.14
78.21
338.1032
0.033244
3,979.95
1
546
4.45
12.47
2.63
76.75
84.58
341.5375
0.031095
6,808.62
1
511
3.12
3.54
2.66
86.23
80.12
269.0376
0.0332
1,808.94
1
941
2.72
6.63
1.1
75.03
69.31
204.0816
0.015871
6,238.83
1
758
1.95
3.75
1.28
86.7
85.06
169.065
0.015048
2,842.5
1
635
2.65
8.97
3.07
76.2
79.05
201.93
0.038836
5,695.95
1
560
2.42
2.36
1.82
80.79
83.28
195.5118
0.021854
1,321.6
1
620
2.22
5.19
1.99
77.98
76.65
173.1156
0.025962
3,217.8
1
888
2.09
6.24
2.11
74.41
67.18
155.5169
0.031408
5,541.12
0
505
3.86
4.88
2.7
88.03
89.83
339.7958
0.030057
2,464.4
1
541
1.95
7.64
1.68
77.59
75.04
151.3005
0.022388
4,133.24
1
604
2.21
6.52
1.52
83.06
74.88
183.5626
0.020299
3,938.08
0
1,115
4.11
4.94
1.2
76.84
76.76
315.8124
0.015633
5,508.1
1
673
4.54
7.94
1.9
76.39
78.88
346.8106
0.024087
5,343.62
1
805
2.76
7.6
1.76
82.48
85.7
227.6448
0.020537
6,118
0
629
2.05
3.79
2.82
76.92
86.84
157.686
0.032474
2,383.91
1
778
2.12
11.2
1.8
74.15
83.48
157.198
0.021562
8,713.6
1
621
3.25
5.33
2.62
78.19
71.34
254.1175
0.036726
3,309.93
0
824
3.15
4.67
2.4
77.04
78.81
242.676
0.030453
3,848.08
1
882
4.53
14.99
2.6
82.51
74.26
373.7703
0.035012
13,221.18
0
776
2.67
6.66
2.65
85.56
79.79
228.4452
0.033212
5,168.16
0
602
5.68
4.76
0.75
76.03
83.15
431.8504
0.00902
2,865.52
1
800
3.26
3.22
3.43
75.62
78.86
246.5212
0.043495
2,576
1
1,461
4.16
10.03
4.07
85.93
78.85
357.4688
0.051617
14,653.83
0
915
3.91
6.7
2.01
75.8
81.64
296.378
0.02462
6,130.5
0
942
3.41
4.42
3.62
77.8
83.95
265.298
0.043121
4,163.64
1
851
3.08
12.74
2.52
78.79
81.44
242.6732
0.030943
10,841.74
1
1,053
2.69
4.67
2.7
75.25
88
202.4225
0.030682
4,917.51
0
751
2.94
7.4
2.48
77.61
72.2
228.1734
0.034349
5,557.4
1
491
2.72
5.88
1.74
77.07
78.83
209.6304
0.022073
2,887.08
1
1,448
2.34
8.36
2.02
74.66
87.12
174.7044
0.023186
12,105.28
0
631
4.4
5.28
1.08
75.26
82.55
331.144
0.013083
3,331.68
1
787
4.55
4.15
1.51
77.66
77.49
353.353
0.019486
3,266.05
0
836
0.15
5.62
1.63
73.84
74.79
11.076
0.021794
4,698.32
1
850
2.36
5.96
2.13
75.54
75.94
178.2744
0.028048
5,066
0
437
2.04
1.83
1.82
74.31
76.34
151.5924
0.023841
799.71
1
396
2.4
4.8
2.63
74.17
77.33
178.008
0.03401
1,900.8
1
774
4.93
6.09
2.28
76.3
72.94
376.159
0.031259
4,713.66
0
887
4.19
6.8
1.06
77.91
75.12
326.4429
0.014111
6,031.6
0
640
4.3
6.92
1.94
77.69
77.95
334.067
0.024888
4,428.8
1
737
4.53
5.34
3.06
81.03
74.87
367.0659
0.040871
3,935.58
0
485
4.57
4.83
0.97
83.24
87.7
380.4068
0.01106
2,342.55
1
991
2.45
5.16
2.42
76.12
77.92
186.494
0.031057
5,113.56
0
418
5.21
7.97
2.33
76.18
79.74
396.8978
0.02922
3,331.46
1
931
5.02
5.5
1.68
78.14
75.16
392.2628
0.022352
5,120.5
0
954
5.67
4.09
2.46
74.61
68.43
423.0387
0.035949
3,901.86
1
518
5.01
10.31
1.97
86.55
80.87
433.6155
0.02436
5,340.58
0
867
4.81
8.16
1.01
76.89
85.98
369.8409
0.011747
7,074.72
1
750
2.31
5
1.89
78.14
79.39
180.5034
0.023807
3,750
1
567
2.05
3.36
2.76
77.23
69.9
158.3215
0.039485
1,905.12
0
819
2.55
11.97
5.09
76.7
77.25
195.585
0.06589
9,803.43
0
781
2.09
5.56
2.75
77.14
73.84
161.2226
0.037243
4,342.36
1
806
4.64
6.43
1.84
73.96
76.83
343.1744
0.023949
5,182.58
1
513
3.16
12.65
1.69
75.87
84.75
239.7492
0.019941
6,489.45
1
662
2.77
8.76
1.06
76.91
86.18
213.0407
0.0123
5,799.12
1
688
2.83
5.21
1.19
85
75.87
240.55
0.015685
3,584.48
0
1,257
4.89
7.8
2.91
77.04
83.39
376.7256
0.034896
9,804.6
1
580
2.19
3.72
2.62
83.6
86.43
183.084
0.030314
2,157.6
1
674
2.67
7.24
1.57
74.16
74.35
198.0072
0.021116
4,879.76
1
1,316
2.54
9.02
2.38
79.12
83.73
200.9648
0.028425
11,870.32
0
576
4.91
4.56
3.94
74.6
78.12
366.286
0.050435
2,626.56
1
550
2.17
14.33
2.97
75.07
81.8
162.9019
0.036308
7,881.5
1
729
5.61
5.57
2
76.44
83.11
428.8284
0.024064
4,060.53
1
558
4.44
5.61
3.11
76.66
67.08
340.3704
0.046363
3,130.38
1
819
3.52
6.01
0.98
76.16
74.46
268.0832
0.013161
4,922.19
1
633
3.27
5.2
1.57
81.87
88.2
267.7149
0.0178
3,291.6
1
1,332
3.3
5.02
0.8
75.94
76.4
250.602
0.010471
6,686.64
0
951
4.41
6.31
2.59
76.51
80.87
337.4091
0.032027
6,000.81
0
679
2.94
7.88
0.99
86.13
86.31
253.2222
0.01147
5,350.52
1
537
2.65
3.3
1.2
75.67
73.87
200.5255
0.016245
1,772.1
0
475
2.18
7.44
2.7
76.4
80.3
166.552
0.033624
3,534
1
735
4.48
14
1.36
76.68
70.72
343.5264
0.019231
10,290
1
708
3.18
4.44
2.94
77.3
82.85
245.814
0.035486
3,143.52
1
722
3.04
5.47
5.73
77.83
68.16
236.6032
0.084067
3,949.34
1
369
2.75
6.99
1.83
77.18
75.7
212.245
0.024174
2,579.31
1
434
2.88
7.33
3.52
74.29
73.6
213.9552
0.047826
3,181.22
1
917
2.42
2.95
1.76
75.78
79.6
183.3876
0.022111
2,705.15
1
533
3.74
3.72
3.27
85.94
81.85
321.4156
0.039951
1,982.76
1
688
2.48
4.05
2.5
82.92
69.95
205.6416
0.03574
2,786.4
1
818
3.24
7.34
1.48
80.38
66.57
260.4312
0.022232
6,004.12
1
774
3.68
3.16
2.59
80.38
72.73
295.7984
0.035611
2,445.84
1
574
1.97
5.98
4.51
84.94
83.55
167.3318
0.05398
3,432.52
1
1,661
3.52
11.8
2.95
76.73
72.87
270.0896
0.040483
19,599.8
0
418
2.34
5.77
1.51
79.31
79.26
185.5854
0.019051
2,411.86
1
971
2.95
5.04
3.23
75.61
75.31
223.0495
0.042889
4,893.84
0
654
2.87
15.35
1.37
74.81
78.91
214.7047
0.017362
10,038.9
0
762
2.42
4.85
1.37
76.95
83.64
186.219
0.01638
3,695.7
1
2,029
2.46
5.89
1.6
78.4
73.61
192.864
0.021736
11,950.81
0
903
3.94
6.88
1.5
76.59
70.03
301.7646
0.021419
6,212.64
1
945
3.36
6.14
1.93
75.19
75.23
252.6384
0.025655
5,802.3
1
788
3.27
9.21
1.32
74.24
72.72
242.7648
0.018152
7,257.48
1
742
4.16
5.91
0.85
83.56
83.79
347.6096
0.010144
4,385.22
1
914
3.58
5.31
2.35
83.73
83.45
299.7534
0.028161
4,853.34
0
755
3.2
7.57
1.33
85.42
67.15
273.344
0.019806
5,715.35
1
628
5.25
4.53
1.65
75.37
78.49
395.6925
0.021022
2,844.84
0
956
2.62
6.93
2.28
75.61
78.46
198.0982
0.029059
6,625.08
1