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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
734
2.95
4.84
5.42
82.76
78.64
244.142
0.068922
3,552.56
1
499
2.42
9.58
2.62
73.76
81.91
178.4992
0.031986
4,780.42
0
684
2.5
4.92
4.98
86.64
75.68
216.6
0.065803
3,365.28
0
731
2.7
9.41
1.52
77.03
74.28
207.981
0.020463
6,878.71
1
1,055
3.25
6.81
1.62
76.27
78.66
247.8775
0.020595
7,184.55
0
481
3.97
4.45
2.03
87.48
69.01
347.2956
0.029416
2,140.45
1
618
5.39
11.56
5.49
77.11
86.5
415.6229
0.063468
7,144.08
1
551
3.45
0.4
1.07
75.67
80.62
261.0615
0.013272
220.4
1
634
4.43
7.07
2.14
74.94
80.77
331.9842
0.026495
4,482.38
1
493
2.65
7.08
1.98
77.9
86.13
206.435
0.022989
3,490.44
1
1,346
2.61
7.03
2.11
74.7
79.2
194.967
0.026641
9,462.38
0
1,224
2.39
8.13
5.38
76.49
75.17
182.8111
0.071571
9,951.12
0
498
3.74
8.15
3.11
75.45
71.64
282.183
0.043411
4,058.7
1
623
2.53
5.34
1.61
76.67
87.72
193.9751
0.018354
3,326.82
1
944
3.54
5.68
1.85
75.27
72.72
266.4558
0.02544
5,361.92
1
613
2.29
6.9
2.69
73.69
80.3
168.7501
0.033499
4,229.7
1
1,399
3.37
6.85
2.02
78.11
73.67
263.2307
0.02742
9,583.15
0
667
3.29
12.56
2.92
75.48
89.97
248.3292
0.032455
8,377.52
0
752
2.8
6.53
4.95
80.62
72.24
225.736
0.068522
4,910.56
1
617
2.69
6.03
1.37
85.18
69.47
229.1342
0.019721
3,720.51
1
631
2.58
4.52
1.87
85.42
75.25
220.3836
0.02485
2,852.12
1
845
3.29
6.95
2.06
77.09
71.12
253.6261
0.028965
5,872.75
1
584
2.22
3.89
1.87
78.57
83.38
174.4254
0.022427
2,271.76
0
372
4.38
4.31
1.34
74.36
85.17
325.6968
0.015733
1,603.32
1
1,003
4.07
11.76
1.06
78.05
74.07
317.6635
0.014311
11,795.28
0
469
2.37
8.44
2.07
75
79.77
177.75
0.02595
3,958.36
1
681
4.21
7.12
2.59
78.44
78.28
330.2324
0.033086
4,848.72
1
1,325
2.58
4.71
1.95
83.53
77.93
215.5074
0.025022
6,240.75
0
630
5.09
9.25
2.66
75.49
81.28
384.2441
0.032726
5,827.5
1
414
3.53
4.24
2.36
76.78
67.78
271.0334
0.034819
1,755.36
1
814
4.96
12.81
2.59
83.22
79.41
412.7712
0.032616
10,427.34
1
643
3.78
10.92
1.61
74.49
84.55
281.5722
0.019042
7,021.56
1
809
3.62
4.95
3.26
74.5
88.86
269.69
0.036687
4,004.55
1
544
4.02
6.21
0.18
86.99
85.24
349.6998
0.002112
3,378.24
1
665
2.94
6.56
2.01
77.75
67.35
228.585
0.029844
4,362.4
1
631
2.64
7.3
1.43
75.19
85.95
198.5016
0.016638
4,606.3
1
899
2.83
5.11
1.09
76.1
81.67
215.363
0.013346
4,593.89
0
746
2.16
3.87
0.94
74.63
83.27
161.2008
0.011289
2,887.02
0
823
2.56
9.36
2.61
74.46
74.52
190.6176
0.035024
7,703.28
1
635
3.74
4.73
0.97
84.18
78.01
314.8332
0.012434
3,003.55
1
522
3.79
5.65
1.4
77.81
80.45
294.8999
0.017402
2,949.3
0
840
2.39
5.91
2.87
77.62
85.87
185.5118
0.033423
4,964.4
0
831
4.4
5.66
1.5
75.4
81.32
331.76
0.018446
4,703.46
1
618
3.94
4.04
2.92
76.88
80.4
302.9072
0.036318
2,496.72
1
1,390
5.07
5.92
0.44
76.24
73.94
386.5368
0.005951
8,228.8
1
651
2.22
4.35
1.46
75.74
80.79
168.1428
0.018072
2,831.85
0
653
4.09
4.92
2.94
81.4
85
332.926
0.034588
3,212.76
1
767
3.24
5.66
3.19
76.12
68.01
246.6288
0.046905
4,341.22
1
509
2.03
5.93
3.23
76.96
88.91
156.2288
0.036329
3,018.37
0
1,222
6.06
8.2
0.91
75.92
72.05
460.0752
0.01263
10,020.4
0
602
2.69
5.5
2.63
75.13
80.26
202.0997
0.032768
3,311
1
848
4.34
9.8
1.03
75.6
76.71
328.104
0.013427
8,310.4
1
754
3.41
5.98
3.22
84.06
86.97
286.6446
0.037024
4,508.92
0
471
4.01
17.03
3.19
76.24
85.34
305.7224
0.03738
8,021.13
1
944
3.34
6.43
4.8
78.89
88.97
263.4926
0.053951
6,069.92
1
828
4.06
6.84
2.06
78.17
89.05
317.3702
0.023133
5,663.52
1
1,084
4.68
5.53
3.71
76.91
83.35
359.9388
0.044511
5,994.52
0
1,621
3.98
3.34
1.02
78.56
71.8
312.6688
0.014206
5,414.14
0
1,502
2.61
2.59
1.06
77.52
75.6
202.3272
0.014021
3,890.18
1
595
3.43
11.03
0.53
76.1
83.69
261.023
0.006333
6,562.85
0
768
2.73
13.65
2.11
77.16
81.13
210.6468
0.026008
10,483.2
0
992
3.39
4.24
1.77
78.04
74.36
264.5556
0.023803
4,206.08
0
1,220
3.65
6.14
3.6
74.13
76.96
270.5745
0.046778
7,490.8
0
1,114
4.12
6.02
2
76.04
81.82
313.2848
0.024444
6,706.28
1
655
2.02
3.78
1.95
75.17
70.91
151.8434
0.0275
2,475.9
1
631
3.27
5.43
1.72
74.28
83.99
242.8956
0.020479
3,426.33
1
761
4.32
6.42
2.47
76.19
76.41
329.1408
0.032326
4,885.62
0
675
0.66
17.36
3.65
74.82
83.93
49.3812
0.043489
11,718
0
586
2.22
5.89
2.05
75.08
77.66
166.6776
0.026397
3,451.54
0
986
5.15
4.41
1.52
77.93
70.03
401.3395
0.021705
4,348.26
1
872
2.92
6.55
1.54
75.3
80.8
219.876
0.019059
5,711.6
0
928
3.02
5.54
3
76.39
87.37
230.6978
0.034337
5,141.12
1
401
1.89
11.54
3.45
88.42
93.77
167.1138
0.036792
4,627.54
1
465
2.59
6.53
2.09
74.34
71.18
192.5406
0.029362
3,036.45
1
719
2.87
6.45
1.89
85.61
78.63
245.7007
0.024037
4,637.55
1
522
4.35
7.05
3.73
77.38
83.78
336.603
0.044521
3,680.1
1
461
1.92
6.81
4.43
78
87.17
149.76
0.05082
3,139.41
1
692
3.12
4.54
2.95
76.42
72.91
238.4304
0.040461
3,141.68
0
491
2.34
5.79
3.21
77.47
71.45
181.2798
0.044927
2,842.89
1
1,040
5.63
5
2.13
77.53
74.89
436.4939
0.028442
5,200
1
855
3.62
3.67
1.92
78.26
81.66
283.3012
0.023512
3,137.85
0
880
2.29
5.98
3.59
76.14
73.97
174.3606
0.048533
5,262.4
1
782
3.87
8.16
1.95
75.5
78.28
292.185
0.024911
6,381.12
1
752
2.23
7.44
1.78
80.91
80.69
180.4293
0.02206
5,594.88
1
1,011
2.63
4.96
3.7
75.9
77.12
199.617
0.047977
5,014.56
0
887
2.04
12.61
1.96
77.35
82.46
157.794
0.023769
11,185.07
0
1,026
3.2
5.49
1.69
74.45
86.46
238.24
0.019547
5,632.74
0
522
3.21
5.1
3.68
73.85
71.24
237.0585
0.051656
2,662.2
1
429
3.38
3.56
2.69
77.96
93.98
263.5048
0.028623
1,527.24
0
851
3.1
7.69
2.14
77.05
75.82
238.855
0.028225
6,544.19
1
641
2.91
4.58
1.4
75.08
83.9
218.4828
0.016687
2,935.78
1
653
2.48
6.63
2.48
76.73
82.03
190.2904
0.030233
4,329.39
1
1,257
4.41
4.33
2.61
77.95
82.84
343.7595
0.031507
5,442.81
0
728
5.18
5.53
2.03
82.78
80.16
428.8004
0.025324
4,025.84
1
561
2.25
3.69
2.95
78.21
67.72
175.9725
0.043562
2,070.09
1
815
3.26
6.5
3.62
77.17
74.6
251.5742
0.048525
5,297.5
1
548
2.23
11.45
2.38
74.89
77.88
167.0047
0.03056
6,274.6
0
786
5.63
6.31
2.66
77.16
82.01
434.4108
0.032435
4,959.66
1
1,101
3.06
6.93
1.58
75.48
84.15
230.9688
0.018776
7,629.93
1
647
2.25
11.61
2.69
82.94
79.53
186.615
0.033824
7,511.67
0