Datasets:
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
700
3.97
1.81
2.36
77.41
82.64
307.3177
0.028558
1,267
0
701
3.4
5.09
1.16
78.32
84.91
266.288
0.013662
3,568.09
0
453
4.61
8.63
1.49
81.92
80.96
377.6512
0.018404
3,909.39
1
742
2.86
10.4
1.7
77.97
77.64
222.9942
0.021896
7,716.8
1
809
2.46
3.39
1.5
75.64
76.24
186.0744
0.019675
2,742.51
0
602
2.31
4.33
1.44
76.05
76.61
175.6755
0.018796
2,606.66
1
492
2.21
7.44
2.59
77.7
75.58
171.717
0.034268
3,660.48
1
1,014
2.58
5.8
1.38
75.78
81.71
195.5124
0.016889
5,881.2
0
830
2.94
4.31
0.91
81.95
85.64
240.933
0.010626
3,577.3
0
1,006
3.22
4.31
1.69
76.34
86.33
245.8148
0.019576
4,335.86
0
976
2.47
4.21
2.66
77.28
84.51
190.8816
0.031476
4,108.96
0
663
3.01
3.82
2.31
76.81
72.97
231.1981
0.031657
2,532.66
1
952
2.15
3.63
1.84
76.69
73.91
164.8835
0.024895
3,455.76
0
658
2.22
6.9
4.77
74.88
82.28
166.2336
0.057973
4,540.2
1
632
3.11
7.48
1.44
75.28
72.41
234.1208
0.019887
4,727.36
1
817
2.72
9.69
3.33
76.14
73.39
207.1008
0.045374
7,916.73
1
537
2.76
4.64
2.34
77.88
75.96
214.9488
0.030806
2,491.68
1
757
4.85
1.71
1.93
77.02
87.87
373.547
0.021964
1,294.47
0
723
1.82
10.83
2.19
76.72
82.68
139.6304
0.026488
7,830.09
0
650
2.16
7.06
2.44
75.42
83.89
162.9072
0.029086
4,589
1
908
3.03
4.9
2.23
81.63
77.37
247.3389
0.028823
4,449.2
1
779
2.6
4.57
1.36
73.75
77.33
191.75
0.017587
3,560.03
1
641
4.23
6.65
2.9
77.97
81.55
329.8131
0.035561
4,262.65
0
661
1.83
6.35
2.35
75.74
80.41
138.6042
0.029225
4,197.35
1
796
1.95
4.95
3.87
78.71
87.27
153.4845
0.044345
3,940.2
0
581
3.35
7.1
2.45
77
85.4
257.95
0.028689
4,125.1
1
505
2.9
6.25
1.89
75.79
79.51
219.791
0.023771
3,156.25
1
447
1.82
3.94
2.94
76.03
80.75
138.3746
0.036409
1,761.18
1
558
2.5
5.91
6.56
74.54
86.25
186.35
0.076058
3,297.78
1
975
4.61
4.1
1.6
77.19
73.88
355.8459
0.021657
3,997.5
0
1,114
2.73
6.47
2.21
84.52
76.8
230.7396
0.028776
7,207.58
0
959
2.24
6.08
2.11
77.46
78.49
173.5104
0.026882
5,830.72
1
763
4.86
6.1
3.11
76.71
86.04
372.8106
0.036146
4,654.3
1
766
2.26
6.85
2.31
75.5
86.68
170.63
0.02665
5,247.1
0
498
1.73
6.48
3.09
74.76
82.7
129.3348
0.037364
3,227.04
1
829
2.45
6.16
5.07
75.45
77.06
184.8525
0.065793
5,106.64
1
716
5.2
4.98
1.15
77.61
77.47
403.572
0.014844
3,565.68
1
1,438
3.13
3.35
2.33
84.18
75.92
263.4834
0.03069
4,817.3
0
766
4.27
10.88
3.11
74.74
64.74
319.1398
0.048038
8,334.08
1
1,105
4.55
5.6
1.45
76.4
67.78
347.62
0.021393
6,188
0
481
3.97
8.72
2.21
78.31
81.37
310.8907
0.02716
4,194.32
1
717
2.68
5.74
1.86
73.52
77.5
197.0336
0.024
4,115.58
1
808
3.45
2.48
1.33
75.66
69.84
261.027
0.019044
2,003.84
0
865
3.39
5.49
3.18
76.13
75.09
258.0807
0.042349
4,748.85
0
530
3.59
4.93
1.69
77.32
84.05
277.5788
0.020107
2,612.9
0
361
2.31
8.24
1.24
75.66
81.24
174.7746
0.015263
2,974.64
1
718
4.15
9.22
1.31
75.65
76.47
313.9475
0.017131
6,619.96
1
765
2.25
3.58
2.07
85.58
82.01
192.555
0.025241
2,738.7
1
753
4.68
5.82
1.86
76.59
84.66
358.4412
0.02197
4,382.46
0
1,004
2.64
4.6
1.48
77.7
70.67
205.128
0.020942
4,618.4
0
612
2.97
4.35
2.37
76.82
83.93
228.1554
0.028238
2,662.2
0
938
3.77
6.11
1.44
81.54
68.91
307.4058
0.020897
5,731.18
0
667
2.58
4.5
1.81
80.7
81.48
208.206
0.022214
3,001.5
1
1,052
3.47
4.76
5.92
77.3
72.08
268.231
0.082131
5,007.52
0
1,095
2.68
6.84
1.72
77.76
78.05
208.3968
0.022037
7,489.8
0
577
4.14
7.21
1.81
81.74
88.34
338.4036
0.020489
4,160.17
0
904
4.08
7.09
2.63
74.11
83.64
302.3688
0.031444
6,409.36
0
447
3.68
10.11
3.21
80.29
81.97
295.4672
0.039161
4,519.17
0
530
5.06
9.39
5.47
77.65
73.82
392.909
0.074099
4,976.7
1
836
3.27
4.62
1
75.91
73.9
248.2257
0.013532
3,862.32
1
914
2.42
4.54
3.28
81.21
76.84
196.5282
0.042686
4,149.56
0
416
4.27
9.02
2.36
73.91
67.37
315.5957
0.03503
3,752.32
1
699
3.72
11.55
1.67
79.45
68.48
295.554
0.024387
8,073.45
0
991
2.79
12.47
1.84
77.1
88.1
215.109
0.020885
12,357.77
0
480
3.03
6.12
1.27
76.79
74.49
232.6737
0.017049
2,937.6
1
628
2.05
6.79
1.27
76.91
89.34
157.6655
0.014215
4,264.12
1
884
3.07
8.14
2.47
74.43
79.2
228.5001
0.031187
7,195.76
1
739
3.36
9.03
5.34
75.99
71.31
255.3264
0.074884
6,673.17
1
1,012
2.76
3.89
2.8
84.04
74.94
231.9504
0.037363
3,936.68
0
662
5.05
6.99
2.06
76.27
82.33
385.1635
0.025021
4,627.38
1
552
3.51
4.89
0.12
74.3
73.22
260.793
0.001639
2,699.28
1
829
2.79
6.3
2.1
76.1
70.74
212.319
0.029686
5,222.7
1
565
3.68
6.69
2.62
76.69
71.57
282.2192
0.036608
3,779.85
0
737
2.02
6.09
2.95
81.98
83.13
165.5996
0.035487
4,488.33
0
1,221
4.22
4.33
5.65
83.8
76.75
353.636
0.073616
5,286.93
0
623
2.43
4.14
3.44
77.44
72.95
188.1792
0.047156
2,579.22
1
753
3.22
6.94
2.37
76.24
82.3
245.4928
0.028797
5,225.82
0
731
4.09
6.76
2.71
81.79
75.62
334.5211
0.035837
4,941.56
0
489
2.84
6.12
2.72
80.34
73.11
228.1656
0.037204
2,992.68
1
775
3.91
6.54
1.6
74.67
82.97
291.9597
0.019284
5,068.5
1
1,008
1.81
5.93
3.09
74.37
91.36
134.6097
0.033822
5,977.44
0
558
4.12
15.09
2.51
76.34
83.88
314.5208
0.029924
8,420.22
0
466
2.66
6.58
2.69
78.39
73.96
208.5174
0.036371
3,066.28
1
988
5.39
5.92
2.39
77.1
81.47
415.569
0.029336
5,848.96
0
553
2.97
2.6
1.72
76.82
78.37
228.1554
0.021947
1,437.8
1
553
3.66
8.11
5.05
75.94
80.09
277.9404
0.063054
4,484.83
1
731
3.75
14.61
2.31
79.23
68.83
297.1125
0.033561
10,679.91
1
797
2.17
7.82
1.9
77.85
84.48
168.9345
0.022491
6,232.54
1
407
2.43
5.24
2.12
77
82.63
187.11
0.025657
2,132.68
1
838
3.82
4.06
1.36
75.27
74
287.5314
0.018378
3,402.28
1
606
3.24
5.44
3.55
76.74
85.29
248.6376
0.041623
3,296.64
1
583
2.62
8.74
5.01
75.49
87.63
197.7838
0.057172
5,095.42
1
933
4.25
4.14
0.64
84.46
81.33
358.955
0.007869
3,862.62
0
534
4.66
8.31
1.26
84.23
75.45
392.5118
0.0167
4,437.54
1
546
2.09
1.6
2.68
74.09
72.79
154.8481
0.036818
873.6
1
668
2.4
6.88
1.27
82.68
68.77
198.432
0.018467
4,595.84
0
991
2.99
7.36
1.84
85.2
84.29
254.748
0.021829
7,293.76
0
652
4.46
3.9
2.87
75.28
79.3
335.7488
0.036192
2,542.8
1
590
3.65
6.65
2.85
83.66
75.25
305.359
0.037874
3,923.5
0
874
2.99
7.21
2.77
77.82
82.28
232.6818
0.033666
6,301.54
1