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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
960
4.44
12.83
2.97
76.82
74.26
341.0808
0.039995
12,316.8
1
629
5.57
4.76
2.38
75.7
75.83
421.649
0.031386
2,994.04
0
1,603
3.02
6.81
2.45
78.7
74.8
237.674
0.032754
10,916.43
0
748
5.84
2.19
2.48
76.9
82.57
449.096
0.030035
1,638.12
0
1,405
2.66
2.9
2.34
77.19
73.27
205.3254
0.031937
4,074.5
0
856
2.49
5.93
5.34
74.98
72.53
186.7002
0.073625
5,076.08
1
1,156
3
6.65
2
76.46
80.63
229.38
0.024805
7,687.4
0
943
2.42
6.51
2.57
76.52
74.93
185.1784
0.034299
6,138.93
1
1,010
4.43
8.75
2.37
84.57
88.89
374.6451
0.026662
8,837.5
0
785
3.46
7.93
2.21
77.54
78.17
268.2884
0.028272
6,225.05
1
502
2.47
5.18
2
73.72
80.09
182.0884
0.024972
2,600.36
1
662
2.27
3.9
0.53
74.95
80.77
170.1365
0.006562
2,581.8
1
415
2.24
3.9
5.41
76.63
75.47
171.6512
0.071684
1,618.5
1
868
2.43
6.64
3.33
77.33
71.64
187.9119
0.046482
5,763.52
1
595
0.2
13.2
1.74
77.8
69.19
15.56
0.025148
7,854
1
701
2.15
4.98
1.41
76.67
70.82
164.8405
0.01991
3,490.98
0
426
2.19
7.76
3.12
74.44
70.74
163.0236
0.044105
3,305.76
1
876
3.18
5.14
1.89
75.37
88.86
239.6766
0.021269
4,502.64
0
588
3.61
7.24
1.72
77
84.51
277.97
0.020353
4,257.12
1
556
2.13
3.45
5.13
75.36
76.39
160.5168
0.067155
1,918.2
1
853
4.77
6.23
2.03
83.23
70.77
397.0071
0.028684
5,314.19
0
530
2.96
6.05
2.32
79.89
78.47
236.4744
0.029565
3,206.5
0
1,345
2.53
14.03
2.81
74.54
78.37
188.5862
0.035856
18,870.35
1
1,159
3.95
4.07
2.43
77.27
89.84
305.2165
0.027048
4,717.13
0
864
4.55
5.34
1.69
74.09
72.61
337.1095
0.023275
4,613.76
1
544
3.8
6.01
3.14
78.12
74.99
296.856
0.041872
3,269.44
1
907
5.39
7.71
1.07
85.18
76.1
459.1202
0.01406
6,992.97
0
1,162
3.22
4.14
1.99
71.97
77.1
231.7434
0.025811
4,810.68
1
749
4.27
6.44
0.9
76.01
79.09
324.5627
0.011379
4,823.56
1
1,167
5.45
8.87
1.82
78.5
81.96
427.825
0.022206
10,351.29
0
866
3.95
5.6
3.06
87.33
86.85
344.9535
0.035233
4,849.6
0
849
1.98
4.25
1.14
75.19
80.69
148.8762
0.014128
3,608.25
1
1,349
2
7.34
1.6
77.74
78.98
155.48
0.020258
9,901.66
0
716
2.79
6.01
1.83
76.54
77.98
213.5466
0.023468
4,303.16
1
856
3.94
6.65
1.48
81.97
82.33
322.9618
0.017976
5,692.4
1
442
2.21
6.96
1.39
83.35
79.33
184.2035
0.017522
3,076.32
1
843
2.92
15.82
1.31
76.88
79.67
224.4896
0.016443
13,336.26
1
383
2.65
3.65
2.43
74.79
82.85
198.1935
0.02933
1,397.95
1
622
2.92
4.63
2.19
77.16
81.7
225.3072
0.026805
2,879.86
1
530
2.01
4.96
1.75
82.84
85.42
166.5084
0.020487
2,628.8
1
710
2.51
8.38
2.26
76.37
67.8
191.6887
0.033333
5,949.8
1
747
5.34
5.5
3.38
87.53
76.72
467.4102
0.044056
4,108.5
1
1,475
2.18
6.56
1.27
84.93
88.09
185.1474
0.014417
9,676
0
681
3.03
5.51
2.57
79.14
72.29
239.7942
0.035551
3,752.31
0
485
1.97
3.3
1.72
74.45
83.88
146.6665
0.020505
1,600.5
0
983
2.28
5.73
2.8
82.13
70.79
187.2564
0.039554
5,632.59
0
748
2.95
6.24
3.94
75.48
74.71
222.666
0.052737
4,667.52
0
801
2.5
5.91
1.98
77.77
76.47
194.425
0.025893
4,733.91
0
625
2.56
4.36
1.26
86.53
81.4
221.5168
0.015479
2,725
0
562
2.54
5.15
1.85
77.59
73.95
197.0786
0.025017
2,894.3
0
651
2.62
4.82
1.58
75.36
77.15
197.4432
0.02048
3,137.82
1
905
2.4
6.32
1.05
75.9
86.55
182.16
0.012132
5,719.6
1
814
2.23
4.73
1.74
77.35
85.94
172.4905
0.020247
3,850.22
1
911
3.67
5.36
2.35
83.59
79.22
306.7753
0.029664
4,882.96
1
971
4.36
7.19
2.7
73.91
75.1
322.2476
0.035952
6,981.49
1
540
3.18
9.41
2.01
77.42
66.77
246.1956
0.030103
5,081.4
1
1,052
3.28
5.35
4.4
76.95
74.01
252.396
0.059451
5,628.2
0
721
2.93
7.31
1.29
86.13
76.7
252.3609
0.016819
5,270.51
1
884
4.59
9.58
1.68
75.94
90.82
348.5646
0.018498
8,468.72
0
1,315
2.9
8.7
2.73
76.46
72.07
221.734
0.03788
11,440.5
1
703
5.06
3.46
1.58
75.05
73.4
379.753
0.021526
2,432.38
1
995
2.51
19.86
2.15
82.08
79.96
206.0208
0.026888
19,760.7
0
694
2.73
4.95
0.81
75.92
84.29
207.2616
0.00961
3,435.3
1
471
4.73
7.75
2.18
77.41
74.42
366.1493
0.029293
3,650.25
1
684
2.18
8.9
3
74.86
80.6
163.1948
0.037221
6,087.6
1
929
3.38
6.35
2.69
83.17
79.69
281.1146
0.033756
5,899.15
0
1,159
5.49
6
2.43
78.02
76.22
428.3298
0.031881
6,954
1
909
1.9
5.65
1.43
79
73.73
150.1
0.019395
5,135.85
1
591
3.92
3.8
2.94
75.46
75.52
295.8032
0.03893
2,245.8
1
630
4.57
5.78
1.52
76.23
70.17
348.3711
0.021662
3,641.4
1
523
5.02
5.81
3.04
80.08
80.96
402.0016
0.037549
3,038.63
0
1,495
1.92
6.76
1.86
86.4
84.98
165.888
0.021888
10,106.2
0
692
3.85
5.33
1.34
75.1
84.73
289.135
0.015815
3,688.36
1
446
3.68
4.1
1.56
75.34
86.19
277.2512
0.0181
1,828.6
1
1,291
3.33
5.29
3.48
75.33
85.4
250.8489
0.040749
6,829.39
0
961
1.26
6.91
2.23
76.05
92.04
95.823
0.024229
6,640.51
1
906
4.14
5.44
3.06
75.8
78.31
313.812
0.039075
4,928.64
0
387
5.08
5.01
2.88
73.63
73.11
374.0404
0.039393
1,938.87
1
1,238
4.14
6.98
4.7
81.4
87.53
336.996
0.053696
8,641.24
0
1,352
2.98
11.69
1.85
75.06
73.14
223.6788
0.025294
15,804.88
0
1,175
2.7
6.35
1.1
75.07
80
202.689
0.01375
7,461.25
1
1,484
3.27
6.1
2.63
75.64
82.57
247.3428
0.031852
9,052.4
0
870
3.49
4.64
3.37
76.6
87.1
267.334
0.038691
4,036.8
0
1,279
2
6.77
1.88
76.26
84.43
152.52
0.022267
8,658.83
0
903
3.72
6.05
5.17
76.75
85.27
285.51
0.060631
5,463.15
1
807
2.64
5.23
1.69
76.53
81.36
202.0392
0.020772
4,220.61
0
748
3.82
6.06
2.09
76.56
77.64
292.4592
0.026919
4,532.88
1
821
2.92
8.53
1.64
75.2
85.1
219.584
0.019271
7,003.13
0
553
2.6
7.06
1.8
84.08
75.31
218.608
0.023901
3,904.18
1
1,072
2.66
8.6
0.41
78.22
75.6
208.0652
0.005423
9,219.2
0
577
1.95
6.12
3.09
76.84
79.07
149.838
0.039079
3,531.24
1
678
4.95
4.28
2.32
79.49
85.47
393.4755
0.027144
2,901.84
1
747
3.12
4.25
1.98
88.88
87.51
277.3056
0.022626
3,174.75
0
788
4.34
4.91
1.24
74.83
82.32
324.7622
0.015063
3,869.08
1
1,251
3.58
1.04
4.83
77.55
72.67
277.629
0.066465
1,301.04
1
951
1.99
3.9
1.59
78.17
74.28
155.5583
0.021405
3,708.9
0
1,496
3.52
5.88
1.53
76.62
80.86
269.7024
0.018922
8,796.48
0
508
2.3
7.85
2.86
76.72
80.63
176.456
0.035471
3,987.8
0
869
4.85
9.17
1.66
75.65
82.39
366.9025
0.020148
7,968.73
1
728
2.58
6.12
3.05
77.75
85.79
200.595
0.035552
4,455.36
1