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
925
3.63
4.51
2.95
77.17
86.71
280.1271
0.034021
4,171.75
0
493
2.7
6.41
2.39
76.79
71.23
207.333
0.033553
3,160.13
1
663
3.18
7.62
1.36
75.23
79.34
239.2314
0.017141
5,052.06
1
920
3.48
0.23
1.13
78.18
79.65
272.0664
0.014187
211.6
0
660
1.41
6.93
1.77
84.3
78.03
118.863
0.022684
4,573.8
1
724
3.65
5.72
2.15
75.39
75.36
275.1735
0.02853
4,141.28
0
620
3.74
7.57
1.75
77.82
85
291.0468
0.020588
4,693.4
1
752
3.56
5.13
1.99
76.77
74.18
273.3012
0.026827
3,857.76
1
845
2.18
11.86
1.93
81.54
77.45
177.7572
0.024919
10,021.7
0
710
3.64
4.56
1.62
77.91
71.72
283.5924
0.022588
3,237.6
0
645
2.98
5.42
2.31
74.85
82.77
223.053
0.027909
3,495.9
1
1,307
4.48
7.18
1.31
73.99
73.55
331.4752
0.017811
9,384.26
0
968
5.07
10.74
2.97
80.47
80.64
407.9829
0.03683
10,396.32
1
502
3
5.44
2.89
77.37
77.37
232.11
0.037353
2,730.88
1
1,140
3.38
11.23
1.49
76.91
70.93
259.9558
0.021007
12,802.2
0
697
1.86
6.64
3.17
74.52
86.42
138.6072
0.036681
4,628.08
0
715
2.69
6.95
1.54
76.72
69.12
206.3768
0.02228
4,969.25
1
1,422
2.84
4.97
1.52
77.21
74.41
219.2764
0.020427
7,067.34
0
517
4
9.61
2.36
76.34
67.4
305.36
0.035015
4,968.37
1
954
2.2
5.39
2.36
76.87
78.18
169.114
0.030187
5,142.06
1
839
2.58
7.25
3.86
78.7
73.72
203.046
0.05236
6,082.75
0
1,260
3.39
7.08
2.67
75.55
82.42
256.1145
0.032395
8,920.8
0
1,090
2.58
5.05
2.32
84.14
82.12
217.0812
0.028251
5,504.5
0
1,206
3.9
5.86
1.66
77.02
74.43
300.378
0.022303
7,067.16
1
804
5.64
7.24
1.49
77.45
72.68
436.818
0.020501
5,820.96
1
797
2.34
5.7
1.99
77.2
81.13
180.648
0.024529
4,542.9
0
1,367
5.07
8
3.55
76.44
88.52
387.5508
0.040104
10,936
1
577
5.69
7.17
4.13
74.33
83.54
422.9377
0.049437
4,137.09
1
736
4.59
12.24
5.66
76.08
73.73
349.2072
0.076767
9,008.64
0
1,265
1.96
10.02
2.15
80.71
79.12
158.1916
0.027174
12,675.3
0
810
3.72
10.78
2.73
79.4
75.69
295.368
0.036068
8,731.8
1
660
2.76
6.43
2.43
76
73.04
209.76
0.033269
4,243.8
1
633
2.47
5.55
1.77
74.77
79.18
184.6819
0.022354
3,513.15
0
852
4.1
11.68
1.67
79.05
75.44
324.105
0.022137
9,951.36
1
534
2.15
7.57
2.02
76.23
82.9
163.8945
0.024367
4,042.38
1
577
3.07
6.19
4.31
75.99
83.88
233.2893
0.051383
3,571.63
0
835
2.47
6.09
1.99
76.51
80.27
188.9797
0.024791
5,085.15
1
631
2.57
6.31
0.77
77.15
74.81
198.2755
0.010293
3,981.61
0
713
2.1
5.43
1.07
81.15
74.13
170.415
0.014434
3,871.59
0
492
3.12
5.91
1.76
78.5
72.05
244.92
0.024427
2,907.72
0
465
4.21
8.55
2.49
77.84
87.8
327.7064
0.02836
3,975.75
1
1,006
3.44
4.93
2.31
76.85
74.75
264.364
0.030903
4,959.58
0
687
2.93
5.92
0.84
76.26
71.3
223.4418
0.011781
4,067.04
1
1,418
4.79
11.58
1.96
76.71
76.18
367.4409
0.025729
16,420.44
1
1,288
3.45
6.63
3.47
76.59
84.95
264.2355
0.040848
8,539.44
0
1,328
2.16
6.96
2.86
79.23
68.31
171.1368
0.041868
9,242.88
1
826
3.34
11.37
4.1
76.68
80.87
256.1112
0.050699
9,391.62
1
933
4.08
5.67
3.12
76.47
75.46
311.9976
0.041346
5,290.11
1
383
4.57
7.6
2.82
76.19
71.39
348.1883
0.039501
2,910.8
1
866
1.86
6.37
1.44
77.34
73.2
143.8524
0.019672
5,516.42
1
520
3.07
6.36
1.09
73.7
69.17
226.259
0.015758
3,307.2
1
1,758
2.57
17.7
1.67
81.21
86.36
208.7097
0.019338
31,116.6
0
508
2.54
7.14
2.9
74.91
90.74
190.2714
0.031959
3,627.12
1
1,165
4.19
4.41
2.75
76.61
86.6
320.9959
0.031755
5,137.65
0
709
3.39
7.47
2.94
77.58
76.03
262.9962
0.038669
5,296.23
1
705
2.05
3.76
2.02
76.73
93.18
157.2965
0.021678
2,650.8
0
522
3.86
8.42
1.24
75.25
84.25
290.465
0.014718
4,395.24
0
718
3.89
6.59
2.95
74.91
75.09
291.3999
0.039286
4,731.62
1
446
4.02
6.39
1.73
76.08
79.4
305.8416
0.021788
2,849.94
1
810
3.15
4.76
1.96
78.17
77.71
246.2355
0.025222
3,855.6
0
921
2.98
5.53
2.75
87.88
79.82
261.8824
0.034453
5,093.13
0
1,311
3.19
6.36
2.2
77.81
85.44
248.2139
0.025749
8,337.96
0
597
2.14
4.54
2.38
72.85
81.84
155.899
0.029081
2,710.38
1
1,036
1.8
8.96
2.33
76.67
90.5
138.006
0.025746
9,282.56
0
557
4.85
8.17
2.45
75.71
70.73
367.1935
0.034639
4,550.69
1
779
2.15
4.57
2.42
76.25
75.85
163.9375
0.031905
3,560.03
0
526
4.43
6.59
3.25
75.04
66.17
332.4272
0.049116
3,466.34
1
915
4.16
12.78
1.65
81.5
84.49
339.04
0.019529
11,693.7
1
1,188
2.28
4.92
1.8
82.7
84.7
188.556
0.021251
5,844.96
1
1,131
2.4
4.95
2.34
77.07
91.76
184.968
0.025501
5,598.45
1
1,182
5.83
6.5
2.08
75.72
78.26
441.4476
0.026578
7,683
1
790
3.74
5.32
1.31
74.64
77.48
279.1536
0.016908
4,202.8
0
1,111
3.04
6.2
0.84
75.52
74.72
229.5808
0.011242
6,888.2
1
660
2.43
3.53
1.39
77.6
84.57
188.568
0.016436
2,329.8
0
836
3.12
6.79
1.76
76.9
88.93
239.928
0.019791
5,676.44
1
507
3.07
14.89
1.63
82.37
86.3
252.8759
0.018888
7,549.23
1
1,447
1.84
5.19
1.06
76.67
90.45
141.0728
0.011719
7,509.93
0
613
2.39
4.62
2.19
76.11
81.9
181.9029
0.02674
2,832.06
0
603
3.96
4.91
1.79
76.11
78.41
301.3956
0.022829
2,960.73
0
1,405
5.34
1.36
2.59
75.63
82.16
403.8642
0.031524
1,910.8
1
772
3.76
5.27
1.32
77.27
91.35
290.5352
0.01445
4,068.44
1
511
3.04
6.46
2.83
75.19
80.91
228.5776
0.034977
3,301.06
1
1,644
4.18
10.14
1.36
77.81
88.31
325.2458
0.0154
16,670.16
0
1,264
3.56
6.95
1.85
76.37
66.59
271.8772
0.027782
8,784.8
0
387
2.41
5.29
3.2
74.05
82.31
178.4605
0.038877
2,047.23
1
635
2.76
6.63
2.02
76.36
68.4
210.7536
0.029532
4,210.05
1
1,500
2.19
14.63
2.77
77.8
81.1
170.382
0.034155
21,945
0
388
3.68
8.42
2.7
81.18
65.51
298.7424
0.041215
3,266.96
1
575
3.55
6.71
3.41
77.47
81.75
275.0185
0.041713
3,858.25
1
681
3.75
5.18
1.65
76.75
83.75
287.8125
0.019701
3,527.58
1
690
4.33
4.1
1.74
78.87
82.97
341.5071
0.020971
2,829
1
410
2.98
7.52
2.96
77.68
83.96
231.4864
0.035255
3,083.2
1
940
5.44
5.04
1.53
83.43
77.66
453.8592
0.019701
4,737.6
0
810
2.29
4
2.41
76.12
83.76
174.3148
0.028773
3,240
0
1,041
2.84
8.97
2.36
74.56
85.59
211.7504
0.027573
9,337.77
1
1,043
2.75
5.12
1.31
74.46
73.35
204.765
0.01786
5,340.16
0
439
4.51
5.6
1.43
82.35
72.79
371.3985
0.019646
2,458.4
1
602
4.68
6.77
2.1
77.12
74.42
360.9216
0.028218
4,075.54
1
483
3.35
7.63
1.43
76.66
88.49
256.811
0.01616
3,685.29
1
830
5.21
7.4
1.26
76.52
73.94
398.6692
0.017041
6,142
1