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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
565
2.58
14.56
3.61
84.72
74.95
218.5776
0.048165
8,226.4
1
933
4.95
2.67
1.34
77.67
75.22
384.4665
0.017814
2,491.11
1
922
4.38
14.21
1.2
83.26
84.88
364.6788
0.014138
13,101.62
1
806
2.69
4.81
2.24
74.89
78.03
201.4541
0.028707
3,876.86
0
837
4.67
5.69
5.3
74.84
90.85
349.5028
0.058338
4,762.53
0
1,096
2.23
4.53
1.35
81.88
83.31
182.5924
0.016205
4,964.88
0
447
3.33
7.74
2.68
76.65
90.47
255.2445
0.029623
3,459.78
1
712
3.28
5.68
1.96
75.95
76.33
249.116
0.025678
4,044.16
1
540
3.43
5.86
1.56
74.25
84.3
254.6775
0.018505
3,164.4
1
1,218
1.87
4.31
1.46
75.36
73.27
140.9232
0.019926
5,249.58
1
625
3.94
6.7
2.81
74.99
83.01
295.4606
0.033851
4,187.5
1
622
5.23
8.42
3.48
75.67
87.76
395.7541
0.039654
5,237.24
1
1,167
3.75
9.54
2.44
74.44
73.9
279.15
0.033018
11,133.18
1
685
5.43
5.44
2.84
77.97
90.4
423.3771
0.031416
3,726.4
0
1,161
3.41
5.26
2.73
75.02
66.09
255.8182
0.041307
6,106.86
0
901
3.02
7.48
1.84
84.94
86.6
256.5188
0.021247
6,739.48
1
679
3.55
5.83
2.61
76.87
66.18
272.8885
0.039438
3,958.57
1
637
4.78
5.33
2.8
77.06
88.4
368.3468
0.031674
3,395.21
1
1,255
2.18
4.6
1.33
86.81
85.19
189.2458
0.015612
5,773
1
549
2.99
6.55
2.62
74.24
71.51
221.9776
0.036638
3,595.95
1
552
2.79
4.86
2.77
79.76
74.18
222.5304
0.037342
2,682.72
1
1,077
2.23
11.58
1.55
77.95
78.78
173.8285
0.019675
12,471.66
0
720
4.35
7.88
6.18
77.16
77.9
335.646
0.079332
5,673.6
0
629
1.84
6.12
1.92
77.25
79.32
142.14
0.024206
3,849.48
0
638
3.56
4.21
3.46
76.5
70.38
272.34
0.049162
2,685.98
1
597
3.01
7.11
2.21
77.12
88.77
232.1312
0.024896
4,244.67
1
522
4.03
1.19
3.24
74.63
73.35
300.7589
0.044172
621.18
1
586
2.42
17.4
3.18
77.53
74.23
187.6226
0.04284
10,196.4
0
779
2.95
9.41
3.94
77.17
71.72
227.6515
0.054936
7,330.39
1
559
2.91
10.12
2.19
77.51
83.96
225.5541
0.026084
5,657.08
1
612
2.59
3.17
1.4
77.28
87.97
200.1552
0.015915
1,940.04
1
676
4.59
6.11
1.85
77.53
73.9
355.8627
0.025034
4,130.36
1
645
4.96
6.9
2.6
76.32
66.95
378.5472
0.038835
4,450.5
0
805
2.48
15.28
1.02
76.65
79.61
190.092
0.012812
12,300.4
0
732
2.16
15.51
1.64
73.52
85.09
158.8032
0.019274
11,353.32
1
654
5.05
10.14
1.52
75.39
67.91
380.7195
0.022383
6,631.56
1
547
1.86
2.98
1.82
76.44
78.56
142.1784
0.023167
1,630.06
0
737
3.13
7.9
3.36
81.27
84.47
254.3751
0.039777
5,822.3
1
792
1.89
4.48
2.98
74.94
72.07
141.6366
0.041349
3,548.16
1
704
4.65
1.93
3.36
78.12
75.74
363.258
0.044362
1,358.72
0
488
2.3
7.54
2.43
77.36
80.63
177.928
0.030138
3,679.52
1
932
3.46
5.45
1.64
77.91
83.6
269.5686
0.019617
5,079.4
1
1,271
4.91
4.96
1.63
77.15
69.68
378.8065
0.023393
6,304.16
0
1,384
2.16
0.75
3.42
74.1
80.5
160.056
0.042484
1,038
0
628
3.93
4.73
1.78
82.99
75.23
326.1507
0.023661
2,970.44
1
1,185
3.76
10.67
2.25
78.49
75.17
295.1224
0.029932
12,643.95
0
629
4.7
4.31
2.67
88.62
74.95
416.514
0.035624
2,710.99
0
1,181
5.01
5.26
1.46
84.13
72.28
421.4913
0.020199
6,212.06
0
816
3.13
11.06
3.25
84.83
76.3
265.5179
0.042595
9,024.96
1
1,002
4.05
5.58
3.11
76.98
80.89
311.769
0.038447
5,591.16
1
430
2.43
5.24
2.03
76.34
85.29
185.5062
0.023801
2,253.2
0
815
2.59
6.17
2.92
79.5
72.62
205.905
0.040209
5,028.55
0
1,097
1.84
9.24
1.08
74.24
85.76
136.6016
0.012593
10,136.28
0
918
4.68
7.98
1.6
76.66
78.97
358.7688
0.020261
7,325.64
1
637
2.7
4.21
1.89
73.88
84.29
199.476
0.022423
2,681.77
1
622
4.41
12.1
3.14
73
74.48
321.93
0.042159
7,526.2
0
567
2.84
12.46
2.99
79.36
75.97
225.3824
0.039358
7,064.82
1
932
2.73
1.9
2.03
76.45
71.42
208.7085
0.028423
1,770.8
1
741
4.5
4.36
1.19
76.58
82.61
344.61
0.014405
3,230.76
1
1,014
4.32
9.77
1.7
76.41
84.49
330.0912
0.020121
9,906.78
1
517
5.04
7.93
1.42
76.81
78.3
387.1224
0.018135
4,099.81
1
628
4.66
5.91
3.15
74.8
84.22
348.568
0.037402
3,711.48
0
1,071
3.82
6.59
2.58
74.91
85.67
286.1562
0.030116
7,057.89
1
733
3.31
11.87
1.97
74.44
84.32
246.3964
0.023363
8,700.71
1
533
4.18
6.09
1.3
76.85
79.46
321.233
0.01636
3,245.97
1
910
2.87
4.41
3.3
74.23
76.15
213.0401
0.043336
4,013.1
0
1,038
2.56
11.49
2.02
88.84
76.85
227.4304
0.026285
11,926.62
1
758
4.45
12.78
1.55
80.18
71.07
356.801
0.021809
9,687.24
0
743
4.13
5.51
2.24
76.23
87.92
314.8299
0.025478
4,093.93
1
597
2.67
7.11
1.48
79.28
74.32
211.6776
0.019914
4,244.67
1
418
2.75
1.38
1.52
78.49
86.26
215.8475
0.017621
576.84
0
710
4.65
5.49
1.72
75.87
73.13
352.7955
0.02352
3,897.9
1
735
3.74
5.93
0.34
81.85
74.75
306.119
0.004548
4,358.55
0
906
3.9
7.3
2.11
87.37
90.31
340.743
0.023364
6,613.8
1
1,021
3.86
5
4.75
75.24
88.88
290.4264
0.053443
5,105
1
804
3.22
4.97
1
75.68
65.56
243.6896
0.015253
3,995.88
1
865
3.64
7.13
4.53
74.77
78.9
272.1628
0.057414
6,167.45
0
975
4.71
5.24
1.51
83.03
71.25
391.0713
0.021193
5,109
1
623
2.21
10.75
1.26
81.45
77.55
180.0045
0.016248
6,697.25
1
680
4.61
3.92
2.27
87.17
81.63
401.8537
0.027808
2,665.6
1
628
3.86
4.6
1.56
75.83
75.76
292.7038
0.020591
2,888.8
1
1,073
4.24
6.3
1.69
80.64
82.47
341.9136
0.020492
6,759.9
0
453
3.23
12.94
2.65
79.32
87.36
256.2036
0.030334
5,861.82
1
488
2.53
13.72
2.67
76.97
78.18
194.7341
0.034152
6,695.36
1
556
2.21
4.49
2.7
77.58
84.82
171.4518
0.031832
2,496.44
1
913
2.87
5.12
3.35
77.26
74.09
221.7362
0.045215
4,674.56
1
1,545
2.6
8.19
2.18
76.42
84.51
198.692
0.025796
12,653.55
1
793
2.6
5.79
5.89
77.06
75.43
200.356
0.078086
4,591.47
1
501
2.99
4.48
1.64
76.78
63.97
229.5722
0.025637
2,244.48
0
491
2.92
4.34
2.12
76.2
74.52
222.504
0.028449
2,130.94
1
678
5.81
9.5
1.42
78.17
85.05
454.1677
0.016696
6,441
1
963
2.3
5.47
2.51
76.08
64.9
174.984
0.038675
5,267.61
1
717
2.29
6.65
3.37
77.45
78.05
177.3605
0.043177
4,768.05
1
1,378
2.81
6.07
1.64
75.21
70.45
211.3401
0.023279
8,364.46
0
511
1.79
6.11
2.84
75.98
67.44
136.0042
0.042112
3,122.21
1
751
2.97
7.9
2.1
76.79
77.33
228.0663
0.027156
5,932.9
1
886
2.93
2.86
2.82
76.89
79.56
225.2877
0.035445
2,533.96
0
739
4.48
6.7
2.92
77.67
92.73
347.9616
0.031489
4,951.3
1
394
3.87
5.19
1.72
75.44
81.88
291.9528
0.021006
2,044.86
1
726
2.62
12.98
1.95
78.03
75.1
204.4386
0.025965
9,423.48
0