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
1,216
4.56
4.9
1.39
77.53
81.06
353.5368
0.017148
5,958.4
1
567
3.17
3.92
1.63
75.68
82.36
239.9056
0.019791
2,222.64
0
1,471
2.92
6.38
2.72
77.82
71.37
227.2344
0.038111
9,384.98
1
1,006
3.61
13.26
1.12
87.5
75.21
315.875
0.014892
13,339.56
1
921
5.41
6.56
2.85
82.86
86.49
448.2726
0.032952
6,041.76
0
826
3.72
11.31
1.73
77.55
82.1
288.486
0.021072
9,342.06
0
650
4.53
4.74
1.5
77.87
77.75
352.7511
0.019293
3,081
1
644
4.4
3.91
3.35
77.78
83.63
342.232
0.040057
2,518.04
0
658
3.98
8.59
0.84
76.89
64.64
306.0222
0.012995
5,652.22
1
659
3.13
3.96
1.05
83.96
75.76
262.7948
0.01386
2,609.64
0
572
3.5
10.02
2.17
77.48
78.84
271.18
0.027524
5,731.44
1
430
3.1
6.54
3.17
76.08
81.27
235.848
0.039006
2,812.2
1
715
3.41
6.58
2.16
77.85
79.26
265.4685
0.027252
4,704.7
1
900
2.95
5.61
2.45
78.08
73.21
230.336
0.033465
5,049
0
707
4.71
7.68
2.08
80.34
79.5
378.4014
0.026164
5,429.76
0
694
3.74
3.49
1.2
78.61
83.54
294.0014
0.014364
2,422.06
0
496
4.71
5.25
3.8
75.03
70.54
353.3913
0.05387
2,604
0
649
3.49
9.91
2.83
78.14
67.5
272.7086
0.041926
6,431.59
1
507
2.82
6.58
2.11
85.46
86.78
240.9972
0.024314
3,336.06
0
633
5.95
5.17
2.35
79.35
64.99
472.1325
0.036159
3,272.61
1
811
3.36
10.33
1.86
74.88
79.23
251.5968
0.023476
8,377.63
1
990
3.07
10.01
3.43
77.9
76.4
239.153
0.044895
9,909.9
1
711
2.72
9.23
2.58
75
71.49
204
0.036089
6,562.53
0
452
2.46
4.01
1.61
79.69
88.12
196.0374
0.018271
1,812.52
1
1,046
3.37
9.2
2.83
75.01
79.46
252.7837
0.035615
9,623.2
1
866
4.44
5.4
2.67
81.98
75.39
363.9912
0.035416
4,676.4
1
1,391
4.65
14.06
2.8
78.05
69.62
362.9325
0.040218
19,557.46
0
1,544
3.11
2.97
3.55
75.96
88.67
236.2356
0.040036
4,585.68
0
1,410
3.06
6.11
1.23
76.69
84.72
234.6714
0.014518
8,615.1
0
641
4.21
6.63
1.84
77.98
74.57
328.2958
0.024675
4,249.83
1
520
4.14
3.9
3.24
77.7
86.9
321.678
0.037284
2,028
1
830
4.38
3.26
0.37
77.39
79.52
338.9682
0.004653
2,705.8
1
746
2.54
4.18
3.6
75.17
83.36
190.9318
0.043186
3,118.28
1
498
3.57
6.32
2.26
77.54
90.09
276.8178
0.025086
3,147.36
1
774
3.39
10.5
3.96
77.44
75.81
262.5216
0.052236
8,127
0
1,086
2.51
12.74
1.7
75.57
83.11
189.6807
0.020455
13,835.64
1
1,234
2.32
4.38
3.06
82.83
77.14
192.1656
0.039668
5,404.92
0
889
2.88
5.74
1.08
78.01
79.53
224.6688
0.01358
5,102.86
0
410
3.78
6.21
3.34
80.49
83.71
304.2522
0.0399
2,546.1
1
523
3.12
7.69
2.13
76.17
86.08
237.6504
0.024744
4,021.87
0
617
3.97
11.46
4.73
86.36
88.04
342.8492
0.053726
7,070.82
1
743
2.19
11.58
2.92
75.72
81
165.8268
0.036049
8,603.94
1
953
5.17
6.96
2.22
74.2
71.65
383.614
0.030984
6,632.88
1
941
3.83
6.6
3.44
85.5
68.29
327.465
0.050373
6,210.6
1
821
3.8
5.41
3.21
74.87
79.64
284.506
0.040306
4,441.61
0
557
3.35
5.39
2.6
77.76
74.71
260.496
0.034801
3,002.23
1
592
2.65
5.99
2.68
79.35
73.8
210.2775
0.036314
3,546.08
1
954
3.89
2.95
2.17
76.72
76.39
298.4408
0.028407
2,814.3
0
543
3.15
6.5
2
84.88
78.16
267.372
0.025589
3,529.5
0
1,255
2.94
12.99
1.84
74.87
81.41
220.1178
0.022602
16,302.45
1
637
3.98
3.35
2.55
76.94
77.97
306.2212
0.032705
2,133.95
0
445
2.48
3.64
1.6
76.26
71.57
189.1248
0.022356
1,619.8
1
1,139
1.86
4.12
1.18
75.41
75.73
140.2626
0.015582
4,692.68
1
958
2.12
3.73
2.88
75.66
77.9
160.3992
0.03697
3,573.34
0
574
5.11
7.52
3.01
74.53
87.48
380.8483
0.034408
4,316.48
1
759
2
6.69
2.98
76.41
78.52
152.82
0.037952
5,077.71
0
858
5.15
8.26
1.5
76.6
78.43
394.49
0.019125
7,087.08
1
579
2.86
7.13
1.44
82.13
68.49
234.8918
0.021025
4,128.27
1
388
3.78
7.83
1.66
77.14
81.77
291.5892
0.020301
3,038.04
1
725
3
8.79
3.42
77.18
82.58
231.54
0.041414
6,372.75
1
809
3.12
7.65
2.26
76.4
77.47
238.368
0.029173
6,188.85
1
919
3.07
4.25
1.11
77.36
78.26
237.4952
0.014183
3,905.75
0
940
2.58
2.29
2.05
78.12
78.55
201.5496
0.026098
2,152.6
0
486
4.38
8.67
3.4
77.36
78.48
338.8368
0.043323
4,213.62
1
813
3.3
6.14
1.6
83.09
65.69
274.197
0.024357
4,991.82
0
586
2.67
6.37
2.9
74.63
79.72
199.2621
0.036377
3,732.82
1
479
3.99
7.16
1.99
75.4
77.15
300.846
0.025794
3,429.64
1
436
2.35
3.31
2.51
76.9
84.07
180.715
0.029856
1,443.16
1
885
4.4
8.68
1.51
76.6
71.98
337.04
0.020978
7,681.8
1
532
4.88
9.23
2.74
83.99
87.93
409.8712
0.031161
4,910.36
0
851
3.33
5
2.97
78.19
86.72
260.3727
0.034248
4,255
0
933
5.47
6.34
1.59
77.77
74.38
425.4019
0.021377
5,915.22
1
665
3.96
7.05
1.6
76.76
69.42
303.9696
0.023048
4,688.25
0
1,154
4.39
4.45
1.4
85.85
75.58
376.8815
0.018523
5,135.3
1
1,379
4.09
9.19
2.33
84.7
73.22
346.423
0.031822
12,673.01
0
831
4.54
8.02
1.11
77.28
81.6
350.8512
0.013603
6,664.62
0
509
4.02
8.64
1.56
85.29
69.99
342.8658
0.022289
4,397.76
1
1,363
3.74
2.73
1.99
75.5
78.27
282.37
0.025425
3,720.99
0
791
4.79
9.36
0.86
75.9
65.42
363.561
0.013146
7,403.76
1
1,222
2.38
5.88
3.1
74.03
75.25
176.1914
0.041196
7,185.36
1
480
2.69
5.34
2.65
76.01
81.15
204.4669
0.032656
2,563.2
1
1,404
5.4
12.09
1.48
74.99
81.47
404.946
0.018166
16,974.36
0
945
2.35
4.86
2.24
84.16
79.86
197.776
0.028049
4,592.7
1
653
2.42
10.73
1.43
74.98
66.67
181.4516
0.021449
7,006.69
1
1,062
3.49
5.63
1.65
75.74
81.64
264.3326
0.020211
5,979.06
1
606
4.21
5.89
2.42
82.8
70.94
348.588
0.034113
3,569.34
1
748
5.39
10.41
2.22
74.74
71.23
402.8486
0.031167
7,786.68
1
1,176
1.74
4.39
1.74
77.33
74.77
134.5542
0.023271
5,162.64
1
974
4.37
6.97
6.88
75.5
83.01
329.935
0.082882
6,788.78
0
450
4.65
16.15
1.85
77.21
74.88
359.0265
0.024706
7,267.5
1
1,209
1.96
13.13
2.03
75.22
80.16
147.4312
0.025324
15,874.17
0
618
2.8
6.17
0.94
75.28
76.34
210.784
0.012313
3,813.06
1
823
4.26
7.28
3.42
75.38
67.37
321.1188
0.050764
5,991.44
0
1,065
2.66
6.11
1.68
74.95
79.83
199.367
0.021045
6,507.15
1
545
0.34
7.66
2.99
75.15
83.45
25.551
0.03583
4,174.7
1
448
3.13
14.94
3.01
76.79
82.81
240.3527
0.036348
6,693.12
1
954
3.42
5.33
3.26
75.76
81.25
259.0992
0.040123
5,084.82
1
980
1.92
6.32
2.98
81.97
74.11
157.3824
0.04021
6,193.6
0
1,164
1.78
4.56
1.29
76.66
76.77
136.4548
0.016803
5,307.84
0
928
3.2
7.16
2.13
85.32
72.84
273.024
0.029242
6,644.48
1