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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
1,026
3.09
10.04
2.54
77.52
73.6
239.5368
0.034511
10,301.04
1
677
4.33
5.3
1.65
76.45
78.32
331.0285
0.021067
3,588.1
0
805
2.91
17.57
1.75
74.72
75.26
217.4352
0.023253
14,143.85
1
493
4.37
3.85
3.8
76.24
76.11
333.1688
0.049928
1,898.05
0
582
4.33
10.3
4.25
77.58
87.9
335.9214
0.04835
5,994.6
0
567
2.24
9.71
0.88
86.25
77.24
193.2
0.011393
5,505.57
1
467
3.67
4.22
3.27
76.17
83.66
279.5439
0.039087
1,970.74
1
1,073
1.99
4.56
2.86
77.3
76.14
153.827
0.037562
4,892.88
0
420
2.49
4.16
3.73
75.69
91.09
188.4681
0.040949
1,747.2
1
980
2.72
13.62
3.08
75.94
78.71
206.5568
0.039131
13,347.6
0
554
4.56
5.03
2.75
81.96
79.56
373.7376
0.034565
2,786.62
0
430
3.52
6.29
1.23
75.33
77.53
265.1616
0.015865
2,704.7
0
997
2.1
8.14
2.61
76.69
79.66
161.049
0.032764
8,115.58
0
559
1.76
4.02
1.92
77.24
69.52
135.9424
0.027618
2,247.18
0
626
2.56
7.76
2.25
75.05
70.15
192.128
0.032074
4,857.76
0
657
5.05
4.01
0.88
78.01
80.98
393.9505
0.010867
2,634.57
0
536
1.97
5.17
2.36
77.33
84.52
152.3401
0.027922
2,771.12
1
1,255
4.88
7.57
1.23
76.51
79.6
373.3688
0.015452
9,500.35
1
721
2.83
5.97
2.84
77.03
84.05
217.9949
0.033789
4,304.37
1
875
2.51
4.83
2.79
81.75
88.55
205.1925
0.031508
4,226.25
1
998
2.7
7.45
3.39
74.77
87.94
201.879
0.038549
7,435.1
0
1,196
2.21
7.16
5.85
74.4
82.33
164.424
0.071055
8,563.36
0
494
1.94
9.43
2.65
75.17
88.38
145.8298
0.029984
4,658.42
1
630
4.62
5.3
1.82
77.29
77.9
357.0798
0.023363
3,339
0
815
1.82
4.21
1.57
73.96
88.01
134.6072
0.017839
3,431.15
0
723
4.15
1.97
1.57
76.13
86.7
315.9395
0.018108
1,424.31
0
716
2.26
7.1
1.37
75.37
91.63
170.3362
0.014951
5,083.6
0
1,163
4.68
4.99
3.35
75.78
72.16
354.6504
0.046425
5,803.37
1
827
2.97
6.68
4.96
76.35
73.13
226.7595
0.067824
5,524.36
0
932
2.62
4.5
4.2
77.44
80.51
202.8928
0.052167
4,194
0
1,414
2.36
12.15
1.57
86.07
75.61
203.1252
0.020764
17,180.1
0
1,247
2.5
2.61
2.98
75.73
76.33
189.325
0.039041
3,254.67
1
1,517
2.67
10.11
1.48
76.92
84.23
205.3764
0.017571
15,336.87
0
1,341
2.36
4.39
1.68
77.24
86.26
182.2864
0.019476
5,886.99
1
847
2.72
5.56
0.78
77.58
82.63
211.0176
0.00944
4,709.32
1
824
2.67
7.85
1.51
75.26
76.87
200.9442
0.019644
6,468.4
0
637
2.71
2.83
1.8
83.49
76.78
226.2579
0.023444
1,802.71
1
496
2.22
5.9
2.73
78.46
72.28
174.1812
0.03777
2,926.4
0
501
3.29
8.04
4.78
74.59
78.13
245.4011
0.06118
4,028.04
1
692
4.96
5.97
2.07
79.61
69.33
394.8656
0.029857
4,131.24
0
926
2.97
6.37
3.73
76.12
70.29
226.0764
0.053066
5,898.62
1
401
2.59
5.84
2.62
76.75
81.49
198.7825
0.032151
2,341.84
1
1,021
2.69
12.72
1.86
77.13
81.02
207.4797
0.022957
12,987.12
0
783
3.18
8.02
1.62
79.28
67.91
252.1104
0.023855
6,279.66
0
499
3.84
8.26
2.94
75.48
68.65
289.8432
0.042826
4,121.74
1
552
2.62
8.35
2.89
76.7
74.26
200.954
0.038917
4,609.2
1
1,016
3.91
10.33
4.93
76.07
71.52
297.4337
0.068932
10,495.28
1
671
2.76
7.61
2.34
76.55
70.75
211.278
0.033074
5,106.31
0
538
3.93
5.58
1.89
76.19
71.58
299.4267
0.026404
3,002.04
1
699
4.6
3.33
0.81
76.85
79.46
353.51
0.010194
2,327.67
1
569
2.75
6.36
2.72
77.06
69.62
211.915
0.039069
3,618.84
1
612
1.88
6.13
3
74.98
69.19
140.9624
0.043359
3,751.56
1
641
4.58
4.77
2.41
76.02
74.65
348.1716
0.032284
3,057.57
0
1,313
2.41
6.15
2.8
77.78
72.2
187.4498
0.038781
8,074.95
0
813
4.51
5.06
3.32
77.84
89.34
351.0584
0.037161
4,113.78
0
556
2.22
5.93
1.99
72.15
70.37
160.173
0.028279
3,297.08
1
1,282
2.87
7.17
2.77
74.92
85.91
215.0204
0.032243
9,191.94
1
530
0.98
7.17
1.54
76.79
81.67
75.2542
0.018856
3,800.1
1
805
2.36
3.33
2.91
76.69
86.05
180.9884
0.033818
2,680.65
0
478
2.19
5.82
6.15
76.95
76.72
168.5205
0.080162
2,781.96
1
435
4.88
10.48
1.92
78.38
81.35
382.4944
0.023602
4,558.8
1
836
5.26
4.23
2.7
74.98
72.69
394.3948
0.037144
3,536.28
1
1,313
2.66
4.57
3.6
82.68
85.36
219.9288
0.042174
6,000.41
0
422
4.44
5.34
2.26
76.86
78.72
341.2584
0.028709
2,253.48
0
1,322
2.99
9.12
2.02
72.96
84.98
218.1504
0.02377
12,056.64
0
783
2.61
3.92
1.5
78.34
91.76
204.4674
0.016347
3,069.36
0
412
2.79
8.78
1.56
75.93
91.37
211.8447
0.017073
3,617.36
1
709
2.29
3.92
1.9
75.63
76.49
173.1927
0.02484
2,779.28
1
773
2.12
5.81
1.53
77.81
79.17
164.9572
0.019325
4,491.13
1
830
4.19
12.58
1.73
83.86
75.61
351.3734
0.022881
10,441.4
0
670
2.72
5.12
2.52
74.4
71.79
202.368
0.035102
3,430.4
1
606
2.81
8.14
2.45
82.89
72.92
232.9209
0.033598
4,932.84
1
1,213
2.07
3.9
2
77.12
83.12
159.6384
0.024062
4,730.7
0
442
2.69
7.29
1.64
75.07
74.41
201.9383
0.02204
3,222.18
1
930
2.43
8.14
3.18
76.53
80.44
185.9679
0.039533
7,570.2
1
913
2.58
5.17
2.09
83.06
86.06
214.2948
0.024285
4,720.21
0
1,223
2.01
5.02
2.9
87.83
83.38
176.5383
0.034781
6,139.46
1
693
2.8
9.92
2.26
75.4
81.1
211.12
0.027867
6,874.56
1
1,351
4.62
7.06
1.89
77.51
83.36
358.0962
0.022673
9,538.06
1
992
2.32
4.41
2.32
77.48
82.75
179.7536
0.028036
4,374.72
0
955
2.81
7.28
5.55
76.42
72.49
214.7402
0.076562
6,952.4
0
1,016
4.43
5.08
2.98
77.37
84.48
342.7491
0.035275
5,161.28
0
541
3.29
7.11
2.57
75.57
76.25
248.6253
0.033705
3,846.51
1
1,280
3.08
8.03
1.35
78.71
81.89
242.4268
0.016486
10,278.4
0
1,327
2.55
4.1
1.47
77.43
71.97
197.4465
0.020425
5,440.7
0
701
4.54
8.26
2.94
84.07
75.27
381.6778
0.039059
5,790.26
1
969
3.75
9.11
1.87
75.68
76.19
283.8
0.024544
8,827.59
1
615
2.81
4.22
2.15
76.77
76.64
215.7237
0.028053
2,595.3
1
984
2.77
5.13
2.89
87.84
77.71
243.3168
0.03719
5,047.92
0
851
0.2
5.74
3.17
85.45
78.1
17.09
0.040589
4,884.74
0
739
2.98
9.66
1.79
77.21
73.05
230.0858
0.024504
7,138.74
1
532
2.47
5.62
1.49
77.38
83.94
191.1286
0.017751
2,989.84
1
1,251
2.08
6.77
1.56
75.47
76.99
156.9776
0.020262
8,469.27
0
899
2.43
6.57
1.6
76.66
69.62
186.2838
0.022982
5,906.43
0
872
3.18
8.84
5.45
76.16
86.01
242.1888
0.063365
7,708.48
0
663
2.06
2.58
2.59
76.78
80.33
158.1668
0.032242
1,710.54
0
1,056
3.57
6.32
2.7
76.97
77.29
274.7829
0.034933
6,673.92
0
1,674
2.5
3.62
2.04
76.77
74.64
191.925
0.027331
6,059.88
0
366
3.68
13.09
2.61
74.12
73.07
272.7616
0.035719
4,790.94
1
552
3.1
9.45
3.14
74.76
80.83
231.756
0.038847
5,216.4
0