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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
1,341
1.91
6
2.52
77.68
88.74
148.3688
0.028398
8,046
1
640
4.48
6.79
2.16
78.06
75.51
349.7088
0.028605
4,345.6
1
443
2.51
10.57
2.98
77.19
73.45
193.7469
0.040572
4,682.51
1
742
4.51
1.65
3.2
76.6
69.99
345.466
0.045721
1,224.3
1
531
3.39
7.54
2.67
77.28
81.03
261.9792
0.032951
4,003.74
1
886
3.65
6.77
2.24
77.89
82.26
284.2985
0.027231
5,998.22
1
628
2.5
13.77
2.34
80.92
72.6
202.3
0.032231
8,647.56
1
791
5.59
5.26
2.68
76.84
76.23
429.5356
0.035157
4,160.66
1
586
2.47
10.62
2.64
84.3
66.84
208.221
0.039497
6,223.32
1
1,118
2.5
5.58
1.52
76.42
89.63
191.05
0.016959
6,238.44
1
481
2.2
6.78
3.31
76.22
83.97
167.684
0.039419
3,261.18
1
848
2.85
3.84
1.39
76.38
66.47
217.683
0.020912
3,256.32
0
646
4.18
3.8
1.72
75.13
80.28
314.0434
0.021425
2,454.8
1
469
4.33
5.22
6.63
76.09
78.95
329.4697
0.083977
2,448.18
1
631
4.71
5.59
3.2
75.95
81.25
357.7245
0.039385
3,527.29
1
662
2.21
5.51
3.85
76.1
77.18
168.181
0.049883
3,647.62
0
664
4.81
5.35
1.29
75.88
79.35
364.9828
0.016257
3,552.4
0
992
3.89
12.29
1.18
84.29
84.7
327.8881
0.013932
12,191.68
0
709
2.81
5.99
2.98
76.6
82.93
215.246
0.035934
4,246.91
1
424
2.61
6.03
2.58
76.98
70.61
200.9178
0.036539
2,556.72
1
668
2.07
9.95
3.03
77.02
79.07
159.4314
0.03832
6,646.6
0
441
3.9
7.05
0.98
77.4
79.35
301.86
0.01235
3,109.05
1
521
5.18
8.45
1.56
77.56
79.15
401.7608
0.019709
4,402.45
1
1,205
4.05
13.88
0.98
85.94
71.43
348.057
0.01372
16,725.4
0
630
4.21
7.04
2.8
74.46
77.73
313.4766
0.036022
4,435.2
1
749
2.26
7.84
2.89
86.67
81.1
195.8742
0.035635
5,872.16
1
907
2.42
18.76
3.32
74.23
79.4
179.6366
0.041814
17,015.32
1
952
3.23
6.92
1.77
83
76.95
268.09
0.023002
6,587.84
0
729
2.17
2.61
1.93
78.07
91.13
169.4119
0.021179
1,902.69
1
634
2.59
6.76
1.9
76.68
75.16
198.6012
0.025279
4,285.84
0
1,416
2.15
5.12
2.11
75.23
87.54
161.7445
0.024103
7,249.92
0
879
2.81
4.65
4.64
76.41
76.21
214.7121
0.060884
4,087.35
1
733
4.54
3.97
4.09
78.54
79.91
356.5716
0.051183
2,910.01
1
517
5.49
4.89
1.04
74.98
77.5
411.6402
0.013419
2,528.13
1
733
2.61
7.11
2
78.62
80.05
205.1982
0.024984
5,211.63
1
1,048
3.86
5.19
1.77
75.46
79.65
291.2756
0.022222
5,439.12
1
579
2.36
5.54
1.8
74.05
87.44
174.758
0.020586
3,207.66
0
652
4.26
6.58
1.38
75.36
72.62
321.0336
0.019003
4,290.16
1
817
4.06
5.52
2.02
75.83
80.66
307.8698
0.025043
4,509.84
1
932
4.8
6.53
2
76.3
70.56
366.24
0.028345
6,085.96
1
751
2.49
17.34
4.76
81.68
73.35
203.3832
0.064894
13,022.34
0
1,324
2.5
5.05
3.94
76.61
82.32
191.525
0.047862
6,686.2
0
929
2.96
7.51
1.97
75.44
83.66
223.3024
0.023548
6,976.79
1
717
4.51
3.23
2.95
76.93
79.9
346.9543
0.036921
2,315.91
0
516
5.12
8.59
2.62
77.08
74.24
394.6496
0.035291
4,432.44
1
406
5.16
6.79
5.6
76.61
73.66
395.3076
0.076025
2,756.74
1
888
2.06
5.73
2.73
76.63
84.1
157.8578
0.032461
5,088.24
0
714
2.04
6.04
1.69
78.53
73.49
160.2012
0.022996
4,312.56
0
597
2.35
4.27
1.52
74.77
83.56
175.7095
0.018191
2,549.19
0
697
1.9
5.62
0.72
75.77
68.16
143.963
0.010563
3,917.14
0
805
2.56
11.79
3.58
77.01
80.08
197.1456
0.044705
9,490.95
1
795
4.73
4.33
1.69
75.4
78.75
356.642
0.02146
3,442.35
0
697
2.94
13.05
3.15
77.23
89.07
227.0562
0.035365
9,095.85
1
914
2.01
7.73
0.84
83.41
77.94
167.6541
0.010778
7,065.22
0
937
2.77
0.51
0.86
76.16
75.14
210.9632
0.011445
477.87
1
1,106
2.18
10.03
2.17
77.14
84.81
168.1652
0.025587
11,093.18
1
720
3.77
4.78
1.8
77.4
84.33
291.798
0.021345
3,441.6
0
794
2.33
6.15
1.2
76.24
86.06
177.6392
0.013944
4,883.1
0
652
2.25
4.15
1.04
86.09
75.86
193.7025
0.013709
2,705.8
0
878
4.02
6.36
5.67
75.8
72.98
304.716
0.077693
5,584.08
0
777
2.32
0.83
0.98
76.87
70.42
178.3384
0.013916
644.91
1
868
5.74
0.73
2.63
82
75.45
470.68
0.034858
633.64
1
681
4.58
14.34
2.51
78.53
80.42
359.6674
0.031211
9,765.54
0
670
2.63
4.59
1.93
75.54
76.59
198.6702
0.025199
3,075.3
1
652
5.8
5.36
3.14
76.79
75.73
445.382
0.041463
3,494.72
0
652
3.29
4.75
1.84
75.17
73.22
247.3093
0.02513
3,097
0
493
2.49
5.65
2.84
75.59
80.67
188.2191
0.035205
2,785.45
1
675
4.12
3.52
2.08
76.68
82.77
315.9216
0.02513
2,376
0
1,031
2.74
5.43
2.7
73.43
66.1
201.1982
0.040847
5,598.33
0
769
3.95
5.31
1.28
78.63
78.72
310.5885
0.01626
4,083.39
1
803
4.45
3.14
1.79
82.47
72.09
366.9915
0.02483
2,521.42
0
571
4.99
6.41
2.36
76.57
69.46
382.0843
0.033976
3,660.11
1
711
4.01
5.8
2.64
74.4
83.88
298.344
0.031474
4,123.8
0
425
2.72
6.62
3.19
86.72
75.26
235.8784
0.042386
2,813.5
1
667
2.56
7.3
2.68
75.62
76.43
193.5872
0.035065
4,869.1
0
491
2.84
3.93
2.1
86.09
88.85
244.4956
0.023635
1,929.63
0
1,020
4.94
4.26
0.77
77.32
89.42
381.9608
0.008611
4,345.2
0
690
4.29
6.12
1.96
76.55
76.8
328.3995
0.025521
4,222.8
1
1,364
3.19
9.5
1.88
86.27
72.56
275.2013
0.02591
12,958
1
866
2.93
6.56
1.28
75.7
73.65
221.801
0.017379
5,680.96
1
542
3.59
6.81
2.09
75.84
77.23
272.2656
0.027062
3,691.02
1
672
3.91
3.37
2.73
78.01
82.05
305.0191
0.033272
2,264.64
0
855
2.32
5.94
3.04
74.36
79.62
172.5152
0.038181
5,078.7
1
1,036
2.05
5.92
4.19
74.95
81.7
153.6475
0.051285
6,133.12
0
578
3.26
6.62
1.7
76.99
78.47
250.9874
0.021664
3,826.36
1
532
2.67
6.87
2.24
76.19
86.42
203.4273
0.02592
3,654.84
1
466
3.97
0.79
3.27
77.41
92.12
307.3177
0.035497
368.14
1
451
3.78
12.68
2.55
75.87
90.77
286.7886
0.028093
5,718.68
1
1,188
3.19
5.99
1.48
79.49
80.98
253.5731
0.018276
7,116.12
0
825
3.09
4.39
2.5
76.26
76.78
235.6434
0.032561
3,621.75
1
799
3.98
2.84
1.56
85.45
80.78
340.091
0.019312
2,269.16
1
1,042
2.95
6.44
2.32
75.91
67.61
223.9345
0.034314
6,710.48
1
980
3.2
11.18
1.46
76.99
75.34
246.368
0.019379
10,956.4
0
792
2.4
8.38
1.09
77.32
87.16
185.568
0.012506
6,636.96
1
1,001
4.7
4.39
4.25
76.72
72.27
360.584
0.058807
4,394.39
1
1,325
4.86
5.16
1.25
75.48
69.78
366.8328
0.017913
6,837
0
1,059
2.87
5.37
2.6
75.79
85.11
217.5173
0.030549
5,686.83
0
535
2.43
5.81
1.55
77.37
78.88
188.0091
0.01965
3,108.35
1
571
2.51
5.4
2.94
77.96
86.52
195.6796
0.033981
3,083.4
0
613
3.87
5.3
2.26
81.89
80.92
316.9143
0.027929
3,248.9
1