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
587
3.46
6.1
4.6
78.23
88.37
270.6758
0.052054
3,580.7
0
1,128
3.07
8.67
1.46
77.66
71.67
238.4162
0.020371
9,779.76
1
965
4.99
6.79
1.77
74.95
83.48
374.0005
0.021203
6,552.35
1
980
3.05
5.81
1.49
80.12
82.29
244.366
0.018107
5,693.8
1
1,045
2.18
15.07
2.16
77.51
82.61
168.9718
0.026147
15,748.15
1
832
2.09
5.76
1.14
75.68
84.81
158.1712
0.013442
4,792.32
1
499
0.58
6.82
1.36
81.29
79.57
47.1482
0.017092
3,403.18
1
810
2.77
7.71
2.15
78.34
68.99
217.0018
0.031164
6,245.1
0
687
1.99
4.28
1.11
76.23
80.96
151.6977
0.01371
2,940.36
0
610
4.72
6.25
2.26
76.27
66.7
359.9944
0.033883
3,812.5
1
797
3.24
5.09
1.42
83.1
70.92
269.244
0.020023
4,056.73
1
932
3.47
4.32
1.6
76.58
87.52
265.7326
0.018282
4,026.24
0
952
3.63
3.05
2.29
75.02
83.58
272.3226
0.027399
2,903.6
1
825
3.89
6.17
2.65
77.64
83.54
302.0196
0.031721
5,090.25
0
742
3.21
5.4
3.09
75.32
85.34
241.7772
0.036208
4,006.8
1
554
2.61
5.58
2.02
74.01
81.98
193.1661
0.02464
3,091.32
1
518
2.55
10.43
2.14
74.37
83.55
189.6435
0.025613
5,402.74
1
833
4.02
7.73
3
75.08
71.62
301.8216
0.041888
6,439.09
1
1,436
4.41
13.03
2.88
77.14
83.5
340.1874
0.034491
18,711.08
1
902
2.3
14.13
3.17
74.23
83.21
170.729
0.038096
12,745.26
0
838
2.01
5.75
1.68
77.16
83.22
155.0916
0.020187
4,818.5
0
1,084
5.17
6.1
2.69
86.37
79.64
446.5329
0.033777
6,612.4
0
534
2.05
4.14
1.88
83.86
71.64
171.913
0.026242
2,210.76
1
527
2.6
7.07
2.63
82.47
81.09
214.422
0.032433
3,725.89
1
685
4.61
7.06
2.39
88.03
82.78
405.8183
0.028872
4,836.1
1
568
3
5.42
1.81
76.64
77.04
229.92
0.023494
3,078.56
1
726
2.6
12.25
2.79
77.69
70.49
201.994
0.03958
8,893.5
0
1,079
4.55
8.19
2.31
77.5
88.97
352.625
0.025964
8,837.01
1
844
3.35
4.81
2.96
82.49
85.44
276.3415
0.034644
4,059.64
1
516
5.29
7.29
1.44
76.52
75.1
404.7908
0.019174
3,761.64
1
640
4.77
6.67
1.58
76.22
79.25
363.5694
0.019937
4,268.8
0
775
1.97
3.14
3.03
77.22
87.75
152.1234
0.03453
2,433.5
1
489
2.81
14.66
2.79
76.46
81.68
214.8526
0.034158
7,168.74
1
1,502
4.93
6.6
1.05
77.26
78.57
380.8918
0.013364
9,913.2
1
982
4.4
7.67
2.45
76.33
73.05
335.852
0.033539
7,531.94
1
815
3.42
7.18
2.43
76.96
75.12
263.2032
0.032348
5,851.7
1
626
4.63
9.46
0.46
86.21
79.93
399.1523
0.005755
5,921.96
0
850
2.91
7.24
2.62
76.24
87.18
221.8584
0.030053
6,154
0
737
2.85
8.19
1.85
75.66
74.76
215.631
0.024746
6,036.03
1
740
3.06
3.68
2.12
81.96
76.28
250.7976
0.027792
2,723.2
1
469
0.79
3.32
2.49
74.67
81.49
58.9893
0.030556
1,557.08
0
433
2.62
5.23
2.05
75.07
69.27
196.6834
0.029594
2,264.59
1
711
4.02
6.26
0.94
76.41
74
307.1682
0.012703
4,450.86
1
758
2.3
7.8
1.98
75.37
80.31
173.351
0.024654
5,912.4
1
454
4.26
3.85
1.9
78.41
67.52
334.0266
0.02814
1,747.9
0
765
1.71
6.7
2.76
76.57
79.75
130.9347
0.034608
5,125.5
1
557
3.91
6.81
1.62
83.72
74.31
327.3452
0.021801
3,793.17
1
469
4.32
8.82
2.03
76.62
67.28
330.9984
0.030172
4,136.58
1
617
3.26
5.6
3.46
74.26
75.95
242.0876
0.045556
3,455.2
1
1,337
3.68
7.09
1.82
78.23
90.2
287.8864
0.020177
9,479.33
0
462
2.5
4.61
2.85
77.42
77.2
193.55
0.036917
2,129.82
1
577
4.33
4.67
2.88
82.04
77.05
355.2332
0.037378
2,694.59
0
477
2.09
6.34
1.13
74.15
80.32
154.9735
0.014069
3,024.18
1
945
3.06
4.35
3.3
85.92
77.41
262.9152
0.04263
4,110.75
0
1,118
4.64
6.79
3.81
76.06
77.69
352.9184
0.049041
7,591.22
1
784
3.67
4.72
2.97
78.33
68.33
287.4711
0.043466
3,700.48
0
912
4.17
5.22
2.76
74.52
73.13
310.7484
0.037741
4,760.64
1
936
2.69
4.31
4.11
76.45
80.99
205.6505
0.050747
4,034.16
0
878
3.24
3.56
1.77
74.44
84.8
241.1856
0.020873
3,125.68
1
963
4.32
5.15
1.45
74.92
72.89
323.6544
0.019893
4,959.45
1
1,264
3.66
8.16
2.24
75.15
73.32
275.049
0.030551
10,314.24
1
1,356
2.77
6.2
1.46
77.01
71.45
213.3177
0.020434
8,407.2
1
442
2.13
0.31
2.67
76.91
83.67
163.8183
0.031911
137.02
1
611
4.91
5.19
1.9
76.15
75.63
373.8965
0.025122
3,171.09
0
1,303
3.58
3.6
1.5
83.73
73.41
299.7534
0.020433
4,690.8
1
1,168
2.67
8.07
0.27
76.97
85.47
205.5099
0.003159
9,425.76
1
570
2.01
4.64
2.32
75.83
83.3
152.4183
0.027851
2,644.8
0
936
2.94
5.48
1.36
77.77
77.45
228.6438
0.01756
5,129.28
1
779
3.03
5.77
2.99
72.66
73.58
220.1598
0.040636
4,494.83
1
539
2.99
5.3
1.47
77.66
71.15
232.2034
0.020661
2,856.7
1
522
4.87
6.08
2.47
75.09
74.33
365.6883
0.03323
3,173.76
1
1,573
2.5
7.22
2.4
77.34
70.34
193.35
0.03412
11,357.06
0
1,183
3.95
6.5
2.88
76.31
75.17
301.4245
0.038313
7,689.5
1
818
3.97
2.8
2.96
77.65
77.53
308.2705
0.038179
2,290.4
1
803
2.48
6.71
1.49
76.51
76.78
189.7448
0.019406
5,388.13
0
1,429
3.27
7
5.32
84.85
81.96
277.4595
0.06491
10,003
0
860
4.99
10.9
2.75
76.95
74.72
383.9805
0.036804
9,374
0
1,030
4.38
6.87
1.65
76.03
80.55
333.0114
0.020484
7,076.1
1
784
2.51
10.21
1.59
77.15
73.78
193.6465
0.021551
8,004.64
0
568
4.42
5.45
1.66
80.26
71.65
354.7492
0.023168
3,095.6
0
816
4.82
7.79
1.89
75.03
74.22
361.6446
0.025465
6,356.64
1
675
4.43
6.1
1.68
78.51
80.49
347.7993
0.020872
4,117.5
1
625
3.64
5.29
3.08
85.64
82.28
311.7296
0.037433
3,306.25
0
551
4.59
3.72
1.62
76.57
83.56
351.4563
0.019387
2,049.72
1
498
3.16
7.16
2.03
75.32
82.06
238.0112
0.024738
3,565.68
0
646
2.46
2.73
1.7
78.15
78.07
192.249
0.021775
1,763.58
0
1,229
2.24
7.27
1.59
83.81
84.16
187.7344
0.018893
8,934.83
0
1,281
2.06
7.65
1.96
75.42
84.96
155.3652
0.02307
9,799.65
0
583
5.19
6.4
5.18
74.51
69.8
386.7069
0.074212
3,731.2
1
653
3.31
6.21
2.81
74.7
74.95
247.257
0.037492
4,055.13
0
594
3.03
4.56
2.25
77.86
73.74
235.9158
0.030513
2,708.64
0
1,357
3.31
7.5
3.08
73.91
79.49
244.6421
0.038747
10,177.5
1
1,221
4.7
17.71
1.69
85.25
92.65
400.675
0.018241
21,623.91
1
2,239
5.31
1.97
1.16
77.11
76.49
409.4541
0.015165
4,410.83
0
863
3.79
5.33
2.43
77.13
76.79
292.3227
0.031645
4,599.79
1
1,064
5.04
8.36
2.15
77.37
74.58
389.9448
0.028828
8,895.04
0
553
4.76
3.78
1.2
77.12
84.26
367.0912
0.014242
2,090.34
1
511
2.75
4.14
5.91
75.88
86.89
208.67
0.068017
2,115.54
1
1,251
4.6
4.79
5.97
84.71
89.03
389.666
0.067056
5,992.29
0
587
5
5.89
2.06
77.46
81.02
387.3
0.025426
3,457.43
1