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
1,117
2.77
1.85
1.43
85
71.37
235.45
0.020036
2,066.45
1
700
3.95
4.54
1.66
77.46
81.83
305.967
0.020286
3,178
0
738
2.92
10.31
2.8
75.57
79.64
220.6644
0.035158
7,608.78
1
739
2.37
5.57
2.29
77.43
83.05
183.5091
0.027574
4,116.23
1
647
3.87
10.32
0.92
76.86
75.06
297.4482
0.012257
6,677.04
1
1,276
5.01
9.78
2.9
76.28
80.89
382.1628
0.035851
12,479.28
0
1,162
2.82
7.13
1.78
74.76
70.12
210.8232
0.025385
8,285.06
1
441
3.85
8.32
2.98
78.19
71.8
301.0315
0.041504
3,669.12
1
787
2.73
7.06
1.45
76.25
74.23
208.1625
0.019534
5,556.22
1
915
3.64
4.91
2.97
77.01
80.35
280.3164
0.036963
4,492.65
1
700
1.96
7.24
2.91
73.8
77.79
144.648
0.037408
5,068
1
502
5.17
5.96
3.38
75.5
84.68
390.335
0.039915
2,991.92
0
775
2.03
7.6
1.42
75.6
88.21
153.468
0.016098
5,890
1
853
3.76
4.47
2.83
86.14
73.07
323.8864
0.03873
3,812.91
0
1,132
3.82
10.43
1.55
81.7
80.11
312.094
0.019348
11,806.76
1
589
2.51
12.5
3
74.39
79.83
186.7189
0.03758
7,362.5
1
799
2.92
4.74
2.41
77.82
81
227.2344
0.029753
3,787.26
0
526
4.47
14.2
3.11
83.58
76.82
373.6026
0.040484
7,469.2
1
1,189
2.2
4.17
0.95
77.74
69.52
171.028
0.013665
4,958.13
1
534
4.89
14.05
3.14
80.93
77.75
395.7477
0.040386
7,502.7
1
828
2.02
10.5
2.87
75.49
70.13
152.4898
0.040924
8,694
1
754
2.74
3.85
3.35
77.55
85.24
212.487
0.039301
2,902.9
1
838
3
12.22
1.98
74.88
86.56
224.64
0.022874
10,240.36
1
962
3.38
4.39
1.93
73.47
73.14
248.3286
0.026388
4,223.18
1
566
3.52
8.59
2.07
76.67
72.65
269.8784
0.028493
4,861.94
1
895
3.58
6.14
1.91
76.29
84.26
273.1182
0.022668
5,495.3
1
796
3.53
6.92
2.38
75.32
74.13
265.8796
0.032106
5,508.32
0
846
3.97
4.89
2.17
78.27
87.77
310.7319
0.024724
4,136.94
0
465
3.85
5.42
2.03
75.47
70.97
290.5595
0.028604
2,520.3
1
779
3.46
4.02
2.83
75.77
82.32
262.1642
0.034378
3,131.58
0
815
4.14
5.79
1.28
76.03
76.78
314.7642
0.016671
4,718.85
0
1,007
3.92
3.89
1.69
82.34
68.56
322.7728
0.02465
3,917.23
0
1,018
2.4
5.32
1.57
76.82
84.87
184.368
0.018499
5,415.76
1
750
2.35
8.44
2.37
77.69
79.64
182.5715
0.029759
6,330
0
801
4.13
9.58
2.48
74.36
81.54
307.1068
0.030415
7,673.58
1
780
4.5
5.65
5.81
76.57
84.81
344.565
0.068506
4,407
1
944
2.77
5.5
1.47
84.32
79.14
233.5664
0.018575
5,192
0
498
1.89
12.09
3.25
75.48
91.18
142.6572
0.035644
6,020.82
1
770
5.32
3.69
1.91
74.69
86.7
397.3508
0.02203
2,841.3
1
1,020
3.13
6.01
2.89
76.63
73.88
239.8519
0.039117
6,130.2
1
918
2.45
6.6
0.89
76.53
71.99
187.4985
0.012363
6,058.8
0
503
3.34
5.11
1.62
75.87
76.43
253.4058
0.021196
2,570.33
0
492
3.8
4.14
1.87
76.57
73.7
290.966
0.025373
2,036.88
1
462
4.01
5.71
1.31
76.04
72.43
304.9204
0.018086
2,638.02
1
610
2.41
16.37
2.59
76.39
74.79
184.0999
0.03463
9,985.7
1
999
4.23
4.76
1.34
82.33
77.64
348.2559
0.017259
4,755.24
0
722
4.69
3.61
3.21
78.15
69.72
366.5235
0.046041
2,606.42
1
643
4.9
6.79
2.66
77
84.87
377.3
0.031342
4,365.97
1
1,328
5.23
6.66
2.34
77.78
78.91
406.7894
0.029654
8,844.48
0
996
3.49
7.76
2.09
75.96
71.51
265.1004
0.029227
7,728.96
0
537
4.48
8.44
2.34
75.45
78.58
338.016
0.029779
4,532.28
1
610
3.95
6.63
1.28
77.76
73.15
307.152
0.017498
4,044.3
0
932
2.38
4.65
0.91
88.7
83.2
211.106
0.010937
4,333.8
0
779
1.8
8.49
5.56
78.59
92.06
141.462
0.060395
6,613.71
1
994
3.51
11.21
2.42
81.7
75.98
286.767
0.03185
11,142.74
1
1,069
5.43
4.56
2.21
76.84
75.84
417.2412
0.02914
4,874.64
1
675
3.18
7.77
1.96
75.89
79.2
241.3302
0.024747
5,244.75
0
1,363
3.68
4.38
5.05
84.85
89.78
312.248
0.056249
5,969.94
1
676
3.32
4.57
1.63
76.38
81.41
253.5816
0.020022
3,089.32
1
770
2.26
9.43
1.54
75.8
77.41
171.308
0.019894
7,261.1
1
698
3.06
5.81
1.87
75.31
81.89
230.4486
0.022836
4,055.38
1
761
2.57
7.26
1.49
77.06
83.63
198.0442
0.017817
5,524.86
0
579
2.39
0.75
2.1
83.29
78.74
199.0631
0.02667
434.25
1
745
2.46
4.42
1.93
78.02
78.58
191.9292
0.024561
3,292.9
0
606
3.13
3.7
2.58
76.01
78.11
237.9113
0.03303
2,242.2
1
558
2.87
5.76
2.28
84.08
73.35
241.3096
0.031084
3,214.08
1
634
2.22
2.99
2.57
86.67
85.28
192.4074
0.030136
1,895.66
0
896
3.48
6.64
2.43
75.94
80.7
264.2712
0.030112
5,949.44
1
1,135
1.97
4.97
5.06
77.37
79.88
152.4189
0.063345
5,640.95
0
734
2.46
3.23
2.17
77.32
81.03
190.2072
0.02678
2,370.82
0
375
4.27
5.73
1.61
82.33
72.57
351.5491
0.022185
2,148.75
1
643
2.1
9.99
2.69
78.96
85.83
165.816
0.031341
6,423.57
1
1,025
3.23
6.21
1.53
75.59
82.18
244.1557
0.018618
6,365.25
1
1,270
1.8
4.83
3.39
75.11
80.64
135.198
0.042039
6,134.1
1
530
2.23
5.43
1.05
76.74
77.01
171.1302
0.013635
2,877.9
1
729
2.54
0.44
2.23
76.45
88.79
194.183
0.025115
320.76
1
453
4.16
5.01
2.8
77.47
64.64
322.2752
0.043317
2,269.53
1
579
1.83
5.02
2.95
80
80.09
146.4
0.036834
2,906.58
0
1,020
4.86
7.81
2.91
75.29
84.48
365.9094
0.034446
7,966.2
0
669
2.94
12.81
1.73
75.77
74.17
222.7638
0.023325
8,569.89
1
582
2.7
7.48
2.6
76.27
80.83
205.929
0.032166
4,353.36
1
419
4.51
4.69
2.38
77.13
83.35
347.8563
0.028554
1,965.11
1
774
2.83
11.69
2.18
75.45
72.56
213.5235
0.030044
9,048.06
1
411
4.62
5.55
2.75
75.43
87
348.4866
0.031609
2,281.05
1
390
3.81
5.45
2.54
84.04
81.9
320.1924
0.031013
2,125.5
1
764
4.4
4.31
1.5
86.72
76.15
381.568
0.019698
3,292.84
0
818
2.7
6.12
6.49
75.69
75.74
204.363
0.085688
5,006.16
0
977
3.22
4.69
2.71
83.65
72.7
269.353
0.037276
4,582.13
1
724
3.03
7.65
1.82
77.34
78.03
234.3402
0.023324
5,538.6
1
821
2.34
9.43
3.83
77.4
75.21
181.116
0.050924
7,742.03
0
812
2.28
4.13
1.01
77.91
81.55
177.6348
0.012385
3,353.56
0
1,047
4.12
2.01
2.93
77.11
67.87
317.6932
0.043171
2,104.47
0
596
2.55
6.33
1.89
76
87.69
193.8
0.021553
3,772.68
0
993
4.31
7.95
1.9
74.65
65.76
321.7415
0.028893
7,894.35
1
567
3.07
8.55
2.93
75.34
76
231.2938
0.038553
4,847.85
0
822
3.04
5.45
1.39
82.22
77.51
249.9488
0.017933
4,479.9
1
1,470
2.96
7.95
4.79
87.44
78.91
258.8224
0.060702
11,686.5
0
684
2.66
9.01
3.05
76.48
70.25
203.4368
0.043416
6,162.84
0
758
3.72
6.99
1.24
76.52
78.77
284.6544
0.015742
5,298.42
1
898
2.92
1.68
2.24
74.81
79.69
218.4452
0.028109
1,508.64
0