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
681
4.51
7.07
1.81
76.7
73.11
345.917
0.024757
4,814.67
1
1,289
5.46
4.62
1.35
75.88
84.46
414.3048
0.015984
5,955.18
1
936
3.31
4.68
0.85
77.71
66.78
257.2201
0.012728
4,380.48
1
705
1.94
6.21
1.01
77.9
77.29
151.126
0.013068
4,378.05
0
429
2.44
5.7
2.97
75.45
72.66
184.098
0.040875
2,445.3
1
626
4.29
8.28
5.12
77.43
72.32
332.1747
0.070796
5,183.28
0
630
2.12
4.5
2.38
77.41
73.47
164.1092
0.032394
2,835
1
931
4.12
6.25
3.14
79.71
72.56
328.4052
0.043275
5,818.75
1
493
5.04
4.21
0.55
78.37
69.01
394.9848
0.00797
2,075.53
1
1,234
2.18
6.4
2.13
76.3
78.05
166.334
0.02729
7,897.6
0
895
0.1
7.67
1.91
74.77
74.63
7.477
0.025593
6,864.65
1
736
4.05
7.7
2.04
75.45
78.17
305.5725
0.026097
5,667.2
1
615
3.44
8.4
5.32
75.45
73.21
259.548
0.072668
5,166
1
1,317
4.62
6.57
1.37
78.55
74.84
362.901
0.018306
8,652.69
0
705
3.74
14.71
1.7
76.9
85.71
287.606
0.019834
10,370.55
0
687
3.26
5.66
1.91
83.14
82
271.0364
0.023293
3,888.42
1
556
3.2
3.87
2.11
76.31
82.81
244.192
0.02548
2,151.72
1
786
2.81
6.21
1.35
76.78
68.01
215.7518
0.01985
4,881.06
0
412
1.83
6.22
2.75
80.53
74.3
147.3699
0.037012
2,562.64
1
854
1.59
4.78
2.55
77.06
77.06
122.5254
0.033091
4,082.12
1
860
2.6
5.49
2.03
75.49
80.64
196.274
0.025174
4,721.4
0
454
2.9
3.89
2.27
75.79
72.95
219.791
0.031117
1,766.06
0
948
4
10.43
1.15
76.31
74.62
305.24
0.015411
9,887.64
0
1,297
2.81
5.65
2.77
75.64
73.45
212.5484
0.037713
7,328.05
0
586
4.12
7.72
1.99
75.45
70.58
310.854
0.028195
4,523.92
1
1,302
2.3
4.87
2.84
74.4
64.72
171.12
0.043881
6,340.74
0
790
1.83
4.52
2.7
75.75
92.72
138.6225
0.02912
3,570.8
1
514
2.49
3.36
1.83
76.9
86.65
191.481
0.021119
1,727.04
0
746
2.75
6.17
1.04
77.5
71.35
213.125
0.014576
4,602.82
1
953
2.3
6
1.88
77.89
76.21
179.147
0.024669
5,718
0
512
3.01
4.69
2.27
77.08
72.89
232.0108
0.031143
2,401.28
1
1,378
4.44
6.29
2.96
79.57
71
353.2908
0.04169
8,667.62
0
1,606
4.4
5.5
1.68
76.97
87.89
338.668
0.019115
8,833
1
1,523
2.72
6.45
1.6
75.7
72.01
205.904
0.022219
9,823.35
1
888
3.39
6.37
1.31
76.04
73.29
257.7756
0.017874
5,656.56
0
996
3.26
4.79
3.65
75.29
79.6
245.4454
0.045854
4,770.84
1
783
2.28
4.98
2.23
76.19
70.85
173.7132
0.031475
3,899.34
1
1,133
1.28
2.81
1.39
84.65
77.88
108.352
0.017848
3,183.73
0
1,505
5.05
6.95
1.36
76.59
74.27
386.7795
0.018312
10,459.75
1
937
3.6
5.12
2.05
76.36
73.59
274.896
0.027857
4,797.44
0
583
2.64
4.16
2.42
74.98
71.77
197.9472
0.033719
2,425.28
0
873
2.92
7.12
1.78
74.33
71.81
217.0436
0.024788
6,215.76
0
846
3.09
6.33
1.49
75.76
84.96
234.0984
0.017538
5,355.18
1
401
3.22
9.12
2.75
76.01
67.91
244.7522
0.040495
3,657.12
1
887
4.61
7.19
2.18
77.1
77.7
355.431
0.028057
6,377.53
1
589
0.08
5.94
2.31
78.11
83.59
6.2488
0.027635
3,498.66
1
725
3.09
3.71
2.05
74.85
79.85
231.2865
0.025673
2,689.75
0
673
2.14
18.83
1.74
74.47
87.09
159.3658
0.019979
12,672.59
1
851
5
3.79
2.43
76.74
66.54
383.7
0.036519
3,225.29
1
669
2.78
7.3
2.84
85.03
67.15
236.3834
0.042293
4,883.7
0
1,147
4.44
10.56
2.83
78.1
70.43
346.764
0.040182
12,112.32
0
592
3.2
7.49
3.23
76.29
70.53
244.128
0.045796
4,434.08
1
474
2.2
3.97
1.78
76.85
76.29
169.07
0.023332
1,881.78
1
1,009
2.99
8.19
2.88
76.51
70.32
228.7649
0.040956
8,263.71
0
473
3.92
4.23
2.36
74.95
76.81
293.804
0.030725
2,000.79
1
637
2.77
5.34
1.42
76.82
80.52
212.7914
0.017635
3,401.58
0
962
2.92
7.41
1.46
82.73
85.79
241.5716
0.017018
7,128.42
1
730
1.83
4.35
2.85
75.85
84.67
138.8055
0.03366
3,175.5
0
924
4.89
5.69
1.72
76.79
74.26
375.5031
0.023162
5,257.56
0
581
3.78
4.29
2.24
77.06
78.28
291.2868
0.028615
2,492.49
1
729
4.49
6.37
1.54
76.03
76.84
341.3747
0.020042
4,643.73
0
1,236
3.95
5.79
1.91
86.21
75.61
340.5295
0.025261
7,156.44
0
1,178
3.83
5.14
1.3
77.89
78.64
298.3187
0.016531
6,054.92
1
769
4.83
7.15
1.48
76.39
72.85
368.9637
0.020316
5,498.35
1
965
3.22
9.39
3.06
77.64
82.78
250.0008
0.036965
9,061.35
0
385
4.24
9.32
1.23
86.35
84.78
366.124
0.014508
3,588.2
1
793
2.93
4.2
1.33
74.98
80.61
219.6914
0.016499
3,330.6
1
786
2.61
8.73
1.51
82.21
85.71
214.5681
0.017618
6,861.78
0
917
3.75
10.83
3.08
86.04
82.52
322.65
0.037324
9,931.11
0
497
3.43
8.47
1.33
74.47
75.25
255.4321
0.017674
4,209.59
1
691
3.92
8.74
3.12
77.83
75.67
305.0936
0.041232
6,039.34
1
631
1.94
5.05
4.93
76.8
75.02
148.992
0.065716
3,186.55
1
1,038
4.21
6.6
4.82
84.57
85.19
356.0397
0.056579
6,850.8
0
736
3.09
5.8
2.49
76.91
82.46
237.6519
0.030196
4,268.8
0
506
4.03
7.68
5.19
79.47
68.09
320.2641
0.076223
3,886.08
1
601
3.71
5.24
2.67
76.22
79.25
282.7762
0.033691
3,149.24
1
699
2.36
5.03
1.63
76.25
73.27
179.95
0.022246
3,515.97
0
587
2.58
9.51
2.6
84.57
78.16
218.1906
0.033265
5,582.37
1
814
3.59
3.71
2.83
75.05
89.89
269.4295
0.031483
3,019.94
0
806
2.18
6.09
3.67
77.81
74.19
169.6258
0.049468
4,908.54
0
1,608
3.93
8.56
1.39
76.26
72.55
299.7018
0.019159
13,764.48
1
604
1.96
3.53
2.53
76.21
75.23
149.3716
0.03363
2,132.12
0
803
5.36
5.28
1.87
84.03
73.16
450.4008
0.02556
4,239.84
0
383
2.31
12.14
2.8
85.63
80.68
197.8053
0.034705
4,649.62
1
928
2.75
4.92
1.62
82.97
72.92
228.1675
0.022216
4,565.76
0
956
3.72
5.05
4.54
78.29
75.35
291.2388
0.060252
4,827.8
1
359
1.87
4.02
2.53
77.86
81.54
145.5982
0.031028
1,443.18
1
605
2.41
5.51
2.17
75.3
78.8
181.473
0.027538
3,333.55
1
504
3.51
6.36
2.11
86.92
76.22
305.0892
0.027683
3,205.44
1
729
3.12
5.08
2.14
76.34
79.73
238.1808
0.026841
3,703.32
1
887
3.31
9.06
3.33
77.35
81.34
256.0285
0.040939
8,036.22
0
1,400
3.63
6.6
2.64
74.99
75.49
272.2137
0.034972
9,240
0
551
2.81
4.68
0.76
77.86
67.08
218.7866
0.01133
2,578.68
1
562
2.36
8.74
1.81
76.54
78.17
180.6344
0.023155
4,911.88
1
585
4.32
5.97
1.72
75.46
77.46
325.9872
0.022205
3,492.45
1
1,208
3.91
10.24
3.27
76.6
84.85
299.506
0.038539
12,369.92
1
633
2.21
7.72
2.24
76.33
81.73
168.6893
0.027407
4,886.76
0
658
4.01
4.73
1.72
78.13
84.17
313.3013
0.020435
3,112.34
1
532
4.84
6.55
1.65
76.01
80.14
367.8884
0.020589
3,484.6
0
693
3.86
7.23
2.47
75.03
75.7
289.6158
0.032629
5,010.39
1