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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
1,176
4.01
5.25
2.93
77.7
85.38
311.577
0.034317
6,174
0
860
2.97
8.08
2.03
81.33
69.2
241.5501
0.029335
6,948.8
1
1,047
2.53
4.3
5.14
78
77.29
197.34
0.066503
4,502.1
1
666
2.35
5.83
3.47
76.52
83.01
179.822
0.041802
3,882.78
1
863
2.93
9.28
1.03
75.85
69.53
222.2405
0.014814
8,008.64
1
874
3.06
7.55
5.73
84.94
75.69
259.9164
0.075704
6,598.7
1
835
2.35
3.63
1.36
76.55
75.54
179.8925
0.018004
3,031.05
0
576
2.67
4.52
1.23
77.19
81.68
206.0973
0.015059
2,603.52
1
764
5.13
5.2
3.62
76.54
66.76
392.6502
0.054224
3,972.8
1
984
1.9
6.49
1.26
80.21
83.99
152.399
0.015002
6,386.16
1
800
3.49
8.26
1.47
79.5
88.24
277.455
0.016659
6,608
0
1,180
2.77
5.41
1.85
77.91
72.02
215.8107
0.025687
6,383.8
0
508
5.15
7.19
1.74
75.78
84.97
390.267
0.020478
3,652.52
1
426
4.37
8.16
2.58
76.31
76.4
333.4747
0.03377
3,476.16
0
569
2.16
5.98
1.21
74.24
74.38
160.3584
0.016268
3,402.62
0
453
3.14
3.66
2.59
75.45
67.96
236.913
0.038111
1,657.98
1
893
2.82
6.62
1.57
75.81
74.36
213.7842
0.021113
5,911.66
1
954
1.17
5.21
3.45
78.88
74.73
92.2896
0.046166
4,970.34
0
749
4.18
8.33
1.85
76.45
79.23
319.561
0.02335
6,239.17
1
918
4.96
6.61
5.42
82.46
80.04
409.0016
0.067716
6,067.98
1
913
3.96
4.64
2.05
76.18
76.15
301.6728
0.026921
4,236.32
0
493
2.68
9.61
2.23
77.6
75.87
207.968
0.029392
4,737.73
1
948
2.47
9.89
2.44
76.4
88.96
188.708
0.027428
9,375.72
1
751
3.78
5.15
4.66
78.44
79.29
296.5032
0.058772
3,867.65
0
450
2.71
3.97
1.36
77.26
73.27
209.3746
0.018561
1,786.5
1
1,342
3.7
2.86
2.8
78.18
91.46
289.266
0.030614
3,838.12
0
939
3.06
6.07
2.65
74.74
88.09
228.7044
0.030083
5,699.73
1
958
2.26
9.31
2.04
75.96
81.11
171.6696
0.025151
8,918.98
0
902
4.12
4.98
4.35
75.95
87.93
312.914
0.049471
4,491.96
1
691
2.48
5.56
2.57
75.56
75.15
187.3888
0.034198
3,841.96
0
689
4.15
5.46
2.03
86.67
77.1
359.6805
0.026329
3,761.94
0
509
3.78
6.03
3.5
73.56
83.57
278.0568
0.041881
3,069.27
1
710
3.55
10.54
1.36
81.98
87.32
291.029
0.015575
7,483.4
1
1,032
4.72
6.92
2.42
74.53
73.39
351.7816
0.032975
7,141.44
1
690
2.8
7.29
1.67
74.84
72.61
209.552
0.023
5,030.1
1
640
4.61
5.07
3.68
77.26
71.71
356.1686
0.051318
3,244.8
1
598
2.95
7.24
4.16
75.5
74.27
222.725
0.056012
4,329.52
1
887
4.26
4.05
2.74
76.57
74.11
326.1882
0.036972
3,592.35
0
762
4.32
5.08
1.56
83.86
75.99
362.2752
0.020529
3,870.96
1
776
2.52
5.26
2.81
88.15
85.34
222.138
0.032927
4,081.76
1
791
3.94
6.45
1.48
76.98
65.07
303.3012
0.022745
5,101.95
1
1,195
2.06
7.07
1.15
82.28
79.99
169.4968
0.014377
8,448.65
0
496
2.71
6.78
2.58
74.59
85.73
202.1389
0.030094
3,362.88
1
795
1.77
3.1
2.79
76.12
85.02
134.7324
0.032816
2,464.5
0
897
3.59
8.26
1.63
77.88
73.55
279.5892
0.022162
7,409.22
1
793
3.51
7.14
2.49
77.07
77.99
270.5157
0.031927
5,662.02
1
710
3.99
19.08
5.2
76.94
72.72
306.9906
0.071507
13,546.8
1
402
2.21
5.49
3.13
75.49
88.94
166.8329
0.035192
2,206.98
1
1,391
3.12
8.85
2.22
77.28
80.45
241.1136
0.027595
12,310.35
0
563
2.22
6.03
2.62
78.6
77.73
174.492
0.033706
3,394.89
1
1,321
2.91
5.94
2.07
77.51
77.06
225.5541
0.026862
7,846.74
1
532
3.27
4.59
2.9
75.92
76.68
248.2584
0.03782
2,441.88
1
767
4.52
4.59
2.72
78.36
81.53
354.1872
0.033362
3,520.53
1
471
4.83
7.13
1.37
76.01
76.55
367.1283
0.017897
3,358.23
1
491
4.49
5.35
2.32
75.82
83.37
340.4318
0.027828
2,626.85
1
829
1.7
3.94
1.8
79.65
82.65
135.405
0.021779
3,266.26
0
926
4.62
5.86
4.65
77.71
75.16
359.0202
0.061868
5,426.36
0
994
3.71
6.32
2.07
78.38
70.55
290.7898
0.029341
6,282.08
0
431
2.05
6.05
0.8
76.05
73.48
155.9025
0.010887
2,607.55
1
574
1.88
12
1.45
88.64
71.62
166.6432
0.020246
6,888
0
1,223
4.83
11.2
4.93
78.09
76.54
377.1747
0.064411
13,697.6
1
704
4.83
4.49
2.21
84.95
89.17
410.3085
0.024784
3,160.96
1
942
5.04
5.7
0.95
79.65
69.72
401.436
0.013626
5,369.4
0
768
2.56
6.79
2.53
74.28
74.34
190.1568
0.034033
5,214.72
1
1,122
2.35
11.42
1.87
74.79
73.73
175.7565
0.025363
12,813.24
1
625
4.64
5.39
2.8
78.27
73.77
363.1728
0.037956
3,368.75
1
607
4.05
3.65
3.07
77.94
81.98
315.657
0.037448
2,215.55
0
500
1.76
5.36
3.34
76.48
80.76
134.6048
0.041357
2,680
1
972
3.09
5.13
2.48
73.91
80
228.3819
0.031
4,986.36
1
612
3.52
6.02
2.76
76.15
87.68
268.048
0.031478
3,684.24
0
628
2.8
5.3
2.99
73.08
83.45
204.624
0.03583
3,328.4
1
629
2.73
7.7
1.88
76.68
70.03
209.3364
0.026846
4,843.3
1
949
2.83
7.49
1.1
79.18
70.76
224.0794
0.015546
7,108.01
0
1,017
4.97
4.89
2.47
77.5
78.07
385.175
0.031638
4,973.13
1
633
3.37
6.82
1.58
74.92
78.53
252.4804
0.02012
4,317.06
1
778
2.1
4.65
2.5
77.71
76.77
163.191
0.032565
3,617.7
1
540
3.88
7.18
1.51
74.6
74.43
289.448
0.020288
3,877.2
1
707
2.65
8.62
1.7
84.25
67.73
223.2625
0.0251
6,094.34
1
830
2.3
9.74
2.46
77.7
78.64
178.71
0.031282
8,084.2
1
902
2.66
6.39
5.78
76.35
69.97
203.091
0.082607
5,763.78
1
508
4
6.13
4.91
82.38
82.97
329.52
0.059178
3,114.04
1
972
2.58
6.9
1.23
74.27
84
191.6166
0.014643
6,706.8
1
420
3.22
4.83
1.19
78.69
72.48
253.3818
0.016418
2,028.6
0
610
3.7
2.99
1.46
76.6
82.5
283.42
0.017697
1,823.9
1
812
4.41
3.11
0.76
77.57
77.71
342.0837
0.00978
2,525.32
1
722
2.15
4.91
1.78
74.49
68.1
160.1535
0.026138
3,545.02
1
578
4.05
6.99
1.61
75.69
67.13
306.5445
0.023983
4,040.22
1
882
3.06
7.09
2.75
75.64
75.02
231.4584
0.036657
6,253.38
0
1,056
2.79
3.96
3.09
80.61
80.65
224.9019
0.038314
4,181.76
0
640
3.3
7.85
2.79
74.24
69.08
244.992
0.040388
5,024
1
1,181
5.05
8.55
2.46
73.29
68.8
370.1145
0.035756
10,097.55
1
456
2.62
8.35
2.85
75.21
80.98
197.0502
0.035194
3,807.6
1
856
3.44
5.35
1.55
75.31
71.48
259.0664
0.021684
4,579.6
1
595
2.87
5.27
2.73
74.23
83.65
213.0401
0.032636
3,135.65
1
643
4.29
5.01
1.81
76.58
89.86
328.5282
0.020142
3,221.43
0
783
3.22
12.7
1.54
75.81
68.75
244.1082
0.0224
9,944.1
1
505
3.58
9.37
2.05
76.71
78.78
274.6218
0.026022
4,731.85
1
537
1.98
3.79
1.58
79.22
84.48
156.8556
0.018703
2,035.23
1
900
0.95
7.8
3.31
78.24
72.53
74.328
0.045636
7,020
1
685
1.97
7.01
2.96
76.39
75.09
150.4883
0.039419
4,801.85
0