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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
605
2.22
8.01
1.82
73.8
88.25
163.836
0.020623
4,846.05
1
716
3.7
5.75
1.06
80.98
70.51
299.626
0.015033
4,117
1
1,512
2.72
9.8
1.17
76.26
78.2
207.4272
0.014962
14,817.6
0
695
2.76
8
1.37
87.5
73.23
241.5
0.018708
5,560
1
1,452
3.42
7.91
1.04
82.33
90.19
281.5686
0.011531
11,485.32
0
852
2.59
6.37
2.78
75.71
82.23
196.0889
0.033808
5,427.24
0
1,362
2.45
5.9
1.49
85.37
81.19
209.1565
0.018352
8,035.8
1
639
4.41
7.11
1.95
80.21
71.65
353.7261
0.027216
4,543.29
0
591
4.59
4.46
2.88
76.52
72.6
351.2268
0.039669
2,635.86
1
733
2.75
4.72
1.01
77.02
80.42
211.805
0.012559
3,459.76
0
956
1.8
6.07
3.97
80.1
84.41
144.18
0.047032
5,802.92
0
781
5.76
9.69
1.98
73.11
75.9
421.1136
0.026087
7,567.89
1
771
4.26
5.68
5.56
85.03
82.47
362.2278
0.067418
4,379.28
0
779
4.67
6.47
1.34
75.46
72.15
352.3982
0.018572
5,040.13
0
747
4.39
6.71
1.91
87.33
73.78
383.3787
0.025888
5,012.37
0
537
2.1
5.74
1.08
74.22
82.07
155.862
0.013159
3,082.38
1
524
3.75
5.19
2.78
76.02
76.61
285.075
0.036288
2,719.56
1
700
3.38
3.99
1.39
81.58
79.53
275.7404
0.017478
2,793
0
879
3.68
5.72
1.99
78.48
81.07
288.8064
0.024547
5,027.88
0
710
2.5
5.71
1.11
76.58
73.69
191.45
0.015063
4,054.1
1
459
4.68
6.25
2.37
75.14
71.11
351.6552
0.033329
2,868.75
1
1,673
3.55
3.17
2.23
78.06
81.12
277.113
0.02749
5,303.41
1
939
3.06
7.77
2.29
87.98
73.36
269.2188
0.031216
7,296.03
1
692
2.55
6.08
2.44
76.4
79.15
194.82
0.030828
4,207.36
1
987
2.29
3.53
2.35
83.9
78.85
192.131
0.029803
3,484.11
0
1,367
2.38
3.81
1.89
85.21
72.93
202.7998
0.025915
5,208.27
1
1,159
2.13
7.29
1.68
73.81
89.19
157.2153
0.018836
8,449.11
1
627
2.53
7.28
2.31
76.02
82.72
192.3306
0.027926
4,564.56
1
564
3.34
4.81
0.99
76.91
76.23
256.8794
0.012987
2,712.84
0
580
3.44
12.65
2.72
75.49
78.99
259.6856
0.034435
7,337
0
914
1.99
5.03
1.76
75.61
86.9
150.4639
0.020253
4,597.42
1
653
2.46
5.12
2.75
87.03
77.17
214.0938
0.035636
3,343.36
1
895
4.05
3.55
1.94
77.47
70.28
313.7535
0.027604
3,177.25
1
468
5.43
3.97
2.52
76.38
75.76
414.7434
0.033263
1,857.96
1
1,108
2.76
7.59
4.52
76.03
80.05
209.8428
0.056465
8,409.72
1
1,058
4.57
8.47
2.51
75.97
73.18
347.1829
0.034299
8,961.26
1
894
4.43
6.81
2.68
82.34
82.57
364.7662
0.032457
6,088.14
1
745
3.96
7.65
2.51
78.27
67.83
309.9492
0.037004
5,699.25
1
680
0.81
3.78
0.95
77.77
71.92
62.9937
0.013209
2,570.4
0
438
4.62
7
2.82
77.04
71.15
355.9248
0.039635
3,066
1
1,667
3.63
4.27
1.82
77.03
68.61
279.6189
0.026527
7,118.09
1
525
3.61
7.27
1.48
78.08
72.35
281.8688
0.020456
3,816.75
0
753
2.53
6.1
3.07
76.8
78.24
194.304
0.039238
4,593.3
1
959
2.66
11.54
1.96
77.95
75.07
207.347
0.026109
11,066.86
0
1,008
2.31
2.07
1.62
78.27
86.91
180.8037
0.01864
2,086.56
0
723
3.24
4.5
2.53
76.49
83.95
247.8276
0.030137
3,253.5
0
549
3.19
7.22
2.4
80.46
70.11
256.6674
0.034232
3,963.78
1
826
3.68
9.32
1.47
72.74
75.34
267.6832
0.019512
7,698.32
1
773
4.2
5.08
1.77
77.12
76.02
323.904
0.023283
3,926.84
0
853
2.1
0.92
1.26
77.94
88.5
163.674
0.014237
784.76
0
895
2.28
6.08
0.91
77.77
76.54
177.3156
0.011889
5,441.6
1
462
3.53
6.94
6
77.04
65.76
271.9512
0.091241
3,206.28
1
660
2.64
9
2.54
77.84
81.9
205.4976
0.031013
5,940
1
858
3.08
5.82
2.56
76.11
82.82
234.4188
0.03091
4,993.56
0
1,340
5.04
6.16
2.58
77.89
68.55
392.5656
0.037637
8,254.4
1
407
2.48
4.01
2.57
77.85
84.94
193.068
0.030257
1,632.07
1
499
2.37
4.05
3.2
77.18
85.19
182.9166
0.037563
2,020.95
1
834
2.86
5.47
1.95
76
77.08
217.36
0.025298
4,561.98
0
1,272
2.69
3.04
1.54
75.34
78.37
202.6646
0.01965
3,866.88
1
766
4.57
5.78
1.42
76.04
84.96
347.5028
0.016714
4,427.48
1
837
3.78
6.86
1.58
78.07
84.11
295.1046
0.018785
5,741.82
1
1,349
2.65
8.53
2.72
78.01
84.74
206.7265
0.032098
11,506.97
0
530
4.37
10.88
1.07
86.57
75.16
378.3109
0.014236
5,766.4
1
767
3.71
5.2
3.09
74.14
77.98
275.0594
0.039626
3,988.4
1
638
4.53
8.09
0.98
74.65
75.09
338.1645
0.013051
5,161.42
1
685
4.14
7.07
3.12
76.84
75.38
318.1176
0.04139
4,842.95
1
962
4.39
2.74
1.86
74.77
81.83
328.2403
0.02273
2,635.88
0
1,435
3.74
6.53
1.8
78.47
76.43
293.4778
0.023551
9,370.55
1
833
2.44
5.63
1.29
75.35
80.03
183.854
0.016119
4,689.79
0
958
3.01
7.91
2.74
83.44
86.56
251.1544
0.031654
7,577.78
1
547
2.71
5.49
2.49
76.7
74.34
207.857
0.033495
3,003.03
1
392
4.15
12.18
1.55
77.41
69.24
321.2515
0.022386
4,774.56
1
487
3.24
1.33
2.57
75.86
72.38
245.7864
0.035507
647.71
0
733
1.91
5.47
2.26
78.1
85.19
149.171
0.026529
4,009.51
1
663
2.31
2.68
2.54
78.45
71.33
181.2195
0.035609
1,776.84
1
1,108
3.19
6.99
2.04
76.77
83.28
244.8963
0.024496
7,744.92
0
453
2.32
6
1.29
78.32
76.01
181.7024
0.016971
2,718
1
1,022
1.79
7.35
1.47
73.58
82
131.7082
0.017927
7,511.7
1
1,171
5.71
7.78
2.52
76.96
78.56
439.4416
0.032077
9,110.38
0
466
2.65
4.71
4.57
77.07
74.05
204.2355
0.061715
2,194.86
1
468
3.03
5.14
0.87
76.09
81.79
230.5527
0.010637
2,405.52
1
829
3.58
5.13
2.3
85.7
66.92
306.806
0.034369
4,252.77
1
554
2.31
9.35
2.8
77.05
80.37
177.9855
0.034839
5,179.9
1
1,087
1.8
6
2.78
77.25
75.14
139.05
0.036998
6,522
0
1,621
3.56
5.21
1.67
77.51
71.27
275.9356
0.023432
8,445.41
0
750
2.8
7.63
2.91
76.64
79.4
214.592
0.03665
5,722.5
1
467
2.89
4.7
3.1
76.57
81.17
221.2873
0.038191
2,194.9
1
751
2.7
7.07
4.84
75.17
74.98
202.959
0.064551
5,309.57
1
883
2.53
6.25
2.54
77.29
68.18
195.5437
0.037254
5,518.75
1
725
2.98
10.37
2.88
85.11
86.57
253.6278
0.033268
7,518.25
0
632
2.16
3.4
1.54
83.51
79.8
180.3816
0.019298
2,148.8
1
698
4.71
4.05
2.1
75.69
80.54
356.4999
0.026074
2,826.9
1
604
3.34
5.35
2.57
75.73
90.98
252.9382
0.028248
3,231.4
1
710
3.04
10.31
2.78
79.36
77.44
241.2544
0.035899
7,320.1
1
800
1.24
11.73
1.64
76.84
68.45
95.2816
0.023959
9,384
0
902
2.13
15.05
1.28
84.77
77.54
180.5601
0.016508
13,575.1
0
1,097
2.17
6.24
3.35
73.82
84.25
160.1894
0.039763
6,845.28
0
983
4.06
4.42
1.2
77.64
81.76
315.2184
0.014677
4,344.86
1
645
2.83
10.48
1.93
77.46
80.2
219.2118
0.024065
6,759.6
1
857
1.99
4.82
3.74
86.43
86.13
171.9957
0.043423
4,130.74
1