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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
1,042
3.28
4.31
2.63
83.19
67.05
272.8632
0.039224
4,491.02
1
700
4.14
9.99
1.18
83.23
76.09
344.5722
0.015508
6,993
1
741
3.88
5.18
1.3
75.6
78.19
293.328
0.016626
3,838.38
1
735
3.6
1.75
2.77
76.68
81.06
276.048
0.034172
1,286.25
0
916
3.95
4.3
2.28
77.76
69.83
307.152
0.032651
3,938.8
1
669
3.63
7.73
1.59
77.73
69.96
282.1599
0.022727
5,171.37
1
521
2.92
3.04
2.38
84.41
86.35
246.4772
0.027562
1,583.84
1
669
2.93
5.23
1.36
76.11
73.22
223.0023
0.018574
3,498.87
1
1,083
3.16
7.42
2.01
77.04
75.61
243.4464
0.026584
8,035.86
0
976
4.69
9.55
1.84
86.37
82.82
405.0753
0.022217
9,320.8
1
766
4.6
8.7
1.67
77.77
74.38
357.742
0.022452
6,664.2
1
934
2.07
2.74
1.55
77.06
89.71
159.5142
0.017278
2,559.16
1
659
4.52
8.54
3.7
77.33
72.08
349.5316
0.051332
5,627.86
1
630
3.94
9.65
2.98
75.26
80.9
296.5244
0.036836
6,079.5
1
623
0.76
7.87
3.74
78.28
80.08
59.4928
0.046703
4,903.01
1
702
5.37
5.7
2.45
75.74
78.59
406.7238
0.031174
4,001.4
0
1,289
2.3
2.9
2.49
76.42
77.65
175.766
0.032067
3,738.1
1
645
2.43
9
2.8
86.93
81.07
211.2399
0.034538
5,805
0
1,074
2.59
4.97
2.29
78.13
93.39
202.3567
0.024521
5,337.78
0
632
2.85
7.92
1.1
75.82
74.67
216.087
0.014731
5,005.44
1
794
4.47
6.52
2.41
76.17
68.83
340.4799
0.035014
5,176.88
0
736
4.78
7.93
2.7
75.9
78.81
362.802
0.03426
5,836.48
1
415
4.81
15.92
1.19
75.35
69.18
362.4335
0.017202
6,606.8
1
502
4.16
5.49
2.41
76.13
84.76
316.7008
0.028433
2,755.98
1
393
4
6.38
2.16
76.42
74.93
305.68
0.028827
2,507.34
1
397
5.26
3.55
0.95
76.86
82.35
404.2836
0.011536
1,409.35
1
764
3.7
5.48
2.39
75.96
88.58
281.052
0.026981
4,186.72
0
382
4.01
6.04
5.22
77
81.06
308.77
0.064397
2,307.28
1
436
3.9
6.91
3.37
76.39
88.82
297.921
0.037942
3,012.76
1
459
3.15
4.09
1.79
78.21
82.17
246.3615
0.021784
1,877.31
0
932
2.95
9.36
1.66
74.33
88.92
219.2735
0.018668
8,723.52
1
1,014
1.95
7.16
1.44
77.58
80.55
151.281
0.017877
7,260.24
0
411
2.62
7.66
1.58
77.03
76.45
201.8186
0.020667
3,148.26
1
650
2.94
5.4
2
74.82
83.69
219.9708
0.023898
3,510
1
966
1.87
9.71
1.91
77.21
76.15
144.3827
0.025082
9,379.86
1
682
5.15
7.4
1.98
77.35
88.21
398.3525
0.022446
5,046.8
0
587
4.05
6.09
1.69
77.68
63.09
314.604
0.026787
3,574.83
1
388
1.91
5.7
1.22
77.47
72.97
147.9677
0.016719
2,211.6
0
1,081
2.38
4.95
0.88
80.26
78.74
191.0188
0.011176
5,350.95
0
391
3.21
4.4
2.74
82.69
80.83
265.4349
0.033898
1,720.4
1
543
4.3
5.2
4.13
77.01
85.26
331.143
0.04844
2,823.6
0
559
2.46
8.58
1.91
76.38
82.24
187.8948
0.023225
4,796.22
1
710
4.75
5.26
2.94
75.11
72.45
356.7725
0.04058
3,734.6
0
1,160
4.56
6.08
1.93
78.48
89.95
357.8688
0.021456
7,052.8
1
808
3.96
4.5
0.97
86.93
76.27
344.2428
0.012718
3,636
0
1,472
5.03
3.83
2.34
75.05
69.7
377.5015
0.033572
5,637.76
1
605
2.09
4.23
1.74
75.18
75.09
157.1262
0.023172
2,559.15
0
757
2.65
8.52
1.85
74.42
77.19
197.213
0.023967
6,449.64
0
1,221
2.46
5.53
1.8
74.97
84.94
184.4262
0.021191
6,752.13
0
792
2.27
5.88
2.08
73.51
82.91
166.8677
0.025087
4,656.96
1
735
3.26
5.64
0.95
83.11
79.17
270.9386
0.011999
4,145.4
1
412
2.9
5.24
1.54
74.64
64.97
216.456
0.023703
2,158.88
1
548
4.72
4.14
2.9
76.98
79.72
363.3456
0.036377
2,268.72
1
995
3.54
7.91
1.88
78.3
78.76
277.182
0.02387
7,870.45
0
624
4.08
5.46
3.31
80.74
82.25
329.4192
0.040243
3,407.04
0
603
3.97
4.48
1.67
76.76
77.47
304.7372
0.021557
2,701.44
0
604
4.8
6.12
0.95
77.24
75.41
370.752
0.012598
3,696.48
1
639
2.23
6.82
2.8
82.17
85.38
183.2391
0.032795
4,357.98
0
961
5.78
5.69
1.39
73.89
76.15
427.0842
0.018253
5,468.09
0
1,558
3.34
4.85
2.14
77.52
68.34
258.9168
0.031314
7,556.3
0
810
2.9
7.38
2.1
78.04
71.68
226.316
0.029297
5,977.8
1
488
2.52
9.83
5.56
75.1
77.72
189.252
0.071539
4,797.04
1
818
4.93
1.79
2.17
77.51
76.36
382.1243
0.028418
1,464.22
0
1,654
5.56
8.79
3.07
75.89
83.94
421.9484
0.036574
14,538.66
1
1,271
4.57
6.66
0.92
75.7
75.44
345.949
0.012195
8,464.86
1
1,609
1.86
6.71
3.04
76.34
83.08
141.9924
0.036591
10,796.39
0
1,880
3.16
4.89
2.4
76.85
80.47
242.846
0.029825
9,193.2
1
739
3.54
5.92
1.02
74.38
81.98
263.3052
0.012442
4,374.88
0
896
3.22
3.85
1.77
86.67
76.12
279.0774
0.023253
3,449.6
1
658
2.92
6.26
1.92
75.39
77.63
220.1388
0.024733
4,119.08
1
749
3.23
3.83
3.5
75.25
76.53
243.0575
0.045734
2,868.67
1
604
2.39
10.09
1.36
83.84
74.22
200.3776
0.018324
6,094.36
1
869
3.9
7.95
3.69
76.64
77.98
298.896
0.04732
6,908.55
1
571
5.17
7.44
2.28
76.5
68.76
395.505
0.033159
4,248.24
1
767
2.29
1.91
6.06
77.46
88.29
177.3834
0.068637
1,464.97
1
489
2.39
8.91
2.04
81.03
75.79
193.6617
0.026916
4,356.99
1
725
2.53
6.98
4.09
74.63
79.53
188.8139
0.051427
5,060.5
1
765
2.65
4.29
2.61
84.91
75.2
225.0115
0.034707
3,281.85
0
697
2.56
5.57
2.55
76.97
81.04
197.0432
0.031466
3,882.29
1
847
2.77
5.06
2.05
77.78
67.92
215.4506
0.030183
4,285.82
1
996
3.49
6.67
2.77
76.75
79.7
267.8575
0.034755
6,643.32
1
629
4.57
7.42
2.34
74.38
71.84
339.9166
0.032572
4,667.18
1
549
2.8
13.42
2.94
76.66
71.23
214.648
0.041275
7,367.58
1
814
4.41
14.42
4.53
75.76
81.77
334.1016
0.055399
11,737.88
1
746
4.47
6.02
3.21
74.14
79.61
331.4058
0.040322
4,490.92
1
879
4.03
12.05
1.35
76.09
73.78
306.6427
0.018298
10,591.95
0
1,166
3.16
7.49
1.49
76.87
75.76
242.9092
0.019667
8,733.34
0
698
2.83
6.31
2.65
74.24
77.01
210.0992
0.034411
4,404.38
1
471
3.46
5.16
2.98
76.97
65.42
266.3162
0.045552
2,430.36
1
1,126
2.46
4.98
2.93
79.37
71.72
195.2502
0.040853
5,607.48
1
1,368
4.52
12.73
3.48
80.52
80.46
363.9504
0.043251
17,414.64
1
445
2.05
5.39
1.72
76.41
80.07
156.6405
0.021481
2,398.55
1
528
2.56
6.21
1.85
77.22
82.93
197.6832
0.022308
3,278.88
1
607
4.11
5.09
2.2
75.75
87.93
311.3325
0.02502
3,089.63
1
1,204
3.28
6.37
4.6
87.46
87.69
286.8688
0.052458
7,669.48
0
422
2.78
5.58
2.49
76.63
68.39
213.0314
0.036409
2,354.76
1
634
3.69
6.48
1.95
76.64
77.9
282.8016
0.025032
4,108.32
1
808
5.11
7.94
2.34
75.39
86.13
385.2429
0.027168
6,415.52
1
1,109
3.34
6.26
2.53
78.07
82.82
260.7538
0.030548
6,942.34
1
633
5.06
11.62
3.03
77.61
76.78
392.7066
0.039463
7,355.46
1