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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
918
5.26
4.33
1.73
77
76.7
405.02
0.022555
3,974.94
0
710
2.52
4.89
1.47
76.62
78.98
193.0824
0.018612
3,471.9
1
983
4.06
3.54
1.45
77.9
82.25
316.274
0.017629
3,479.82
0
437
3.26
7.53
1.32
80.71
76.57
263.1146
0.017239
3,290.61
1
725
5.18
6.56
3.94
77.3
81.9
400.414
0.048107
4,756
0
1,288
5.34
11.47
2.82
75.79
72.46
404.7186
0.038918
14,773.36
0
839
2.26
7.56
2.27
76.07
70.14
171.9182
0.032364
6,342.84
1
1,253
2.65
7.86
2.35
75.82
88.5
200.923
0.026554
9,848.58
1
1,154
3.59
4.14
2.44
76.98
81.08
276.3582
0.030094
4,777.56
1
840
3.13
7.55
1.78
76.28
83.66
238.7564
0.021277
6,342
1
570
3.4
5.86
2.55
76.35
74.12
259.59
0.034404
3,340.2
1
832
4.5
12.18
2.05
78.17
73.26
351.765
0.027983
10,133.76
0
609
4.49
8.17
2.93
75.33
80.6
338.2317
0.036352
4,975.53
0
1,319
3.65
5.2
2.63
77.52
82.95
282.948
0.031706
6,858.8
0
684
5.1
6.8
4.61
74.92
76.25
382.092
0.060459
4,651.2
0
536
3.36
6.3
2.53
76.41
72.71
256.7376
0.034796
3,376.8
1
803
4.25
7.35
1.68
77.97
82.37
331.3725
0.020396
5,902.05
1
549
2.96
7.87
1.18
79.17
70.83
234.3432
0.01666
4,320.63
1
739
4.48
4.75
2.1
77.03
78.29
345.0944
0.026823
3,510.25
0
575
5.51
7.95
1.53
76.13
77.73
419.4763
0.019684
4,571.25
1
840
2.49
5.57
2.08
77.26
80.27
192.3774
0.025913
4,678.8
1
1,160
1.94
5.51
2.08
76.7
74.46
148.798
0.027934
6,391.6
1
571
4.08
7.78
0.9
83.7
68.6
341.496
0.01312
4,442.38
1
512
2.9
7.95
1.93
74.82
82.58
216.978
0.023371
4,070.4
1
1,144
2.74
6.74
4.5
74.91
79.13
205.2534
0.056868
7,710.56
1
646
2.73
6.27
4.18
75.07
80.33
204.9411
0.052035
4,050.42
0
712
1.76
5.59
2.63
77.41
81.97
136.2416
0.032085
3,980.08
0
751
3.49
7.08
5.42
77.14
78.09
269.2186
0.069407
5,317.08
1
1,341
5.23
5.89
1.61
79.06
74.87
413.4838
0.021504
7,898.49
1
1,006
4.34
3.65
3.4
77.46
78.58
336.1764
0.043268
3,671.9
0
530
2.89
10.98
1.77
76.3
73.15
220.507
0.024197
5,819.4
1
579
4.28
6.27
1.77
75.41
71.89
322.7548
0.024621
3,630.33
1
694
3.07
6.15
1.67
76.98
80.99
236.3286
0.02062
4,268.1
1
692
5.01
4.91
2.08
87.77
73.19
439.7277
0.028419
3,397.72
1
490
4.22
14
1.38
74.8
78.26
315.656
0.017634
6,860
1
566
3.81
4.61
2.77
76.45
70.23
291.2745
0.039442
2,609.26
1
989
3.32
4.53
2.99
75.67
86.29
251.2244
0.034651
4,480.17
1
1,321
2.53
7.04
2.91
75.9
78.86
192.027
0.036901
9,299.84
0
869
2.03
6.39
1.07
77.65
77.25
157.6295
0.013851
5,552.91
1
737
2.86
12.17
1.04
81.4
80.29
232.804
0.012953
8,969.29
1
989
3.75
3.35
1.65
76.9
71.69
288.375
0.023016
3,313.15
0
587
3.5
8.62
2.23
74.85
81.93
261.975
0.027218
5,059.94
1
540
2.13
2.86
4.25
75.56
74.62
160.9428
0.056955
1,544.4
0
696
4.26
6.75
0.36
82.96
85.91
353.4096
0.00419
4,698
1
678
3.99
3.91
1.88
76.58
77.18
305.5542
0.024359
2,650.98
1
743
2.98
11.83
1.71
76.27
85.18
227.2846
0.020075
8,789.69
1
1,541
1.93
5.47
2.71
75.68
87.06
146.0624
0.031128
8,429.27
0
844
2.33
9.89
1.73
83.41
84.85
194.3453
0.020389
8,347.16
1
764
2.83
9.69
3.28
74.13
79.29
209.7879
0.041367
7,403.16
1
529
2.5
5.34
6.01
77.1
84.22
192.75
0.071361
2,824.86
0
566
2.44
6.2
5.49
83.09
72.71
202.7396
0.075505
3,509.2
1
903
2.37
8.95
1.13
75.41
88.85
178.7217
0.012718
8,081.85
1
502
2.32
2.14
1.68
82.17
87.67
190.6344
0.019163
1,074.28
1
831
2.18
4.95
2.58
78.78
82.56
171.7404
0.03125
4,113.45
1
780
3.74
7.46
2.24
76.47
80.15
285.9978
0.027948
5,818.8
1
1,085
1.91
3.84
2.61
86.65
75.59
165.5015
0.034528
4,166.4
0
649
2.35
4.44
2.44
76.67
75.04
180.1745
0.032516
2,881.56
0
494
2.27
12.29
1.92
74.97
75.72
170.1819
0.025357
6,071.26
1
453
3.98
4.61
1.66
77.93
85.86
310.1614
0.019334
2,088.33
1
785
3.76
9.77
1.45
81.4
76.27
306.064
0.019011
7,669.45
1
766
3.28
3.94
1.97
79.31
86.54
260.1368
0.022764
3,018.04
1
684
5.24
16.81
1.06
77.16
72.27
404.3184
0.014667
11,498.04
1
679
3.5
10.68
2.33
81.23
80.1
284.305
0.029089
7,251.72
0
586
2.05
3.76
1.64
72.43
78.56
148.4815
0.020876
2,203.36
1
649
2.98
7.11
2.78
83.85
79.88
249.873
0.034802
4,614.39
0
414
3.75
6.53
0.38
78.02
87.24
292.575
0.004356
2,703.42
1
839
4.71
5.9
3.47
76.96
89.08
362.4816
0.038954
4,950.1
0
799
3.43
9.34
1.23
74.75
90.21
256.3925
0.013635
7,462.66
1
812
2
6.8
1.46
84.29
87.1
168.58
0.016762
5,521.6
1
696
1.82
10.96
2.3
76.15
80.79
138.593
0.028469
7,628.16
1
1,052
3.34
6.07
1.43
77.53
73.36
258.9502
0.019493
6,385.64
1
568
2.02
3.52
2.37
84.32
82.46
170.3264
0.028741
1,999.36
1
1,059
3.24
5.29
2.72
82.37
74.43
266.8788
0.036544
5,602.11
1
833
3.74
4.63
1.88
76.96
76.94
287.8304
0.024435
3,856.79
1
936
3.07
6.49
1.82
75.92
81.89
233.0744
0.022225
6,074.64
1
824
2.92
3.92
2.37
76.31
76.86
222.8252
0.030835
3,230.08
1
519
4.64
11.32
1.81
76.86
68.58
356.6304
0.026393
5,875.08
1
916
2.65
5.67
1.73
77.34
73.15
204.951
0.02365
5,193.72
1
721
3.54
5.37
2.29
76.79
78.42
271.8366
0.029202
3,871.77
1
707
4.03
4.73
2.64
86.57
82.31
348.8771
0.032074
3,344.11
1
811
4.85
3.62
0.76
76.04
82.37
368.794
0.009227
2,935.82
1
640
4.26
10.7
1.38
85.83
74.97
365.6358
0.018407
6,848
1
576
2.66
6.5
2.41
75.13
85.87
199.8458
0.028066
3,744
1
715
2.15
5.96
1.86
75.03
69.44
161.3145
0.026786
4,261.4
0
561
3.58
9.53
2.79
77.69
70.13
278.1302
0.039783
5,346.33
0
435
3.83
9.68
3.42
75.31
78.01
288.4373
0.043841
4,210.8
1
960
4.57
6.88
2.03
76.84
90.06
351.1588
0.022541
6,604.8
1
671
1.78
5.02
1.72
76.1
82.3
135.458
0.020899
3,368.42
0
501
3.43
11.53
1.78
83.51
80.26
286.4393
0.022178
5,776.53
1
382
3.6
5.64
3.07
76.19
80.04
274.284
0.038356
2,154.48
1
825
4.12
4.14
3.51
76.58
75.66
315.5096
0.046392
3,415.5
1
1,067
2.58
12.08
1.52
75.82
82.25
195.6156
0.01848
12,889.36
1
847
4.91
7.5
2.19
74.56
81.93
366.0896
0.02673
6,352.5
1
1,023
3.46
6.14
0.31
77.22
72.99
267.1812
0.004247
6,281.22
0
935
2.55
3.31
1.17
77.53
88.55
197.7015
0.013213
3,094.85
1
542
4.17
12.58
5.84
77.12
75.75
321.5904
0.077096
6,818.36
1
294
2.07
7.28
1.94
75.41
68.52
156.0987
0.028313
2,140.32
1
535
2.07
1.43
2.9
77.71
83.36
160.8597
0.034789
765.05
1
391
4.3
9.09
1.89
74.5
65.07
320.35
0.029046
3,554.19
1
702
4.96
6.61
3.72
76.6
71.7
379.936
0.051883
4,640.22
0