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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
559
5.15
5.92
2.79
75.65
76.36
389.5975
0.036537
3,309.28
1
1,001
3.2
10.75
2.71
79.16
86.35
253.312
0.031384
10,760.75
1
564
2.11
5.61
1.77
78.02
86.63
164.6222
0.020432
3,164.04
1
858
2.83
5.39
2.03
76.28
82.17
215.8724
0.024705
4,624.62
0
824
4.19
5.25
2.55
77.28
72.63
323.8032
0.035109
4,326
1
1,006
2.02
6.81
4.88
83.43
81.06
168.5286
0.060202
6,850.86
0
604
2.28
4.25
3.49
75.17
77.92
171.3876
0.04479
2,567
0
693
2.09
4.72
1.78
77.83
84.22
162.6647
0.021135
3,270.96
0
521
3.99
10.18
2.89
75.07
91.86
299.5293
0.031461
5,303.78
1
898
4.91
1.42
2.93
76.83
79.91
377.2353
0.036666
1,275.16
0
877
3.07
8.29
2.12
77.51
76.28
237.9557
0.027792
7,270.33
1
1,650
3.76
4.05
3.23
86.2
85
324.112
0.038
6,682.5
1
955
5.52
8.48
2.08
76.16
72.02
420.4032
0.028881
8,098.4
1
617
2.86
7.19
1.52
75.44
81.16
215.7584
0.018728
4,436.23
1
879
3.83
4.18
1.18
75.82
90.3
290.3906
0.013068
3,674.22
0
363
3.8
3.89
2.33
82.82
88.61
314.716
0.026295
1,412.07
1
570
2.69
8.22
3.06
83
67.07
223.27
0.045624
4,685.4
1
512
2.47
6.34
2.3
74.5
79.48
184.015
0.028938
3,246.08
1
496
3.05
2.15
1.84
75.97
79.2
231.7085
0.023232
1,066.4
1
572
3.7
3.34
1.34
78.93
77.08
292.041
0.017385
1,910.48
0
660
2.92
8
2.78
74.66
68.5
218.0072
0.040584
5,280
1
775
4.37
13.72
0.75
77.57
78.92
338.9809
0.009503
10,633
0
619
2.11
2.9
2.13
76.79
81.17
162.0269
0.026241
1,795.1
0
1,007
3.57
7.86
2.35
76.36
90.26
272.6052
0.026036
7,915.02
1
813
2.32
6.78
0.47
79.98
78.08
185.5536
0.006019
5,512.14
1
657
2.32
10.87
2.9
77.09
74.48
178.8488
0.038937
7,141.59
0
1,120
5.42
11.6
3.17
78.26
84.15
424.1692
0.037671
12,992
0
620
3.5
6.66
1.54
73.42
68.81
256.97
0.02238
4,129.2
0
605
4.98
4.01
1.88
82.17
75.31
409.2066
0.024963
2,426.05
1
451
2.77
4.69
2.61
86.85
84.94
240.5745
0.030728
2,115.19
1
963
2.71
7.16
6.15
77.37
75.42
209.6727
0.081543
6,895.08
0
804
2.84
6.72
3.06
83.33
86.37
236.6572
0.035429
5,402.88
0
892
2.77
5.98
1.32
74.45
80.87
206.2265
0.016322
5,334.16
1
663
3.38
4.29
2.48
74.87
76.1
253.0606
0.032589
2,844.27
1
689
4.72
8.16
1.84
76.19
80.12
359.6168
0.022966
5,622.24
1
1,243
3.47
7.04
2.02
75.04
84.52
260.3888
0.0239
8,750.72
1
808
5.49
3.52
2.3
77.65
76.9
426.2985
0.029909
2,844.16
0
585
3.48
10.9
2.26
76.35
80.93
265.698
0.027925
6,376.5
1
714
2.98
17.09
2
80
73.38
238.4
0.027255
12,202.26
1
519
2.53
8.21
1.58
75.94
76.37
192.1282
0.020689
4,260.99
1
549
2.04
8.78
2.2
74.79
70.69
152.5716
0.031122
4,820.22
1
1,140
5.72
8.94
1.85
82.43
77.46
471.4996
0.023883
10,191.6
1
377
4.53
4.75
1.53
75.8
74.03
343.374
0.020667
1,790.75
1
852
4.52
4.6
1.15
78.19
92.02
353.4188
0.012497
3,919.2
1
787
3.53
5.27
3.15
82.63
73.53
291.6839
0.04284
4,147.49
1
673
1.83
8.8
1.24
76.37
83.42
139.7571
0.014865
5,922.4
0
833
2.17
10.16
1.52
77.25
79.43
167.6325
0.019136
8,463.28
1
522
2.57
6.11
2.68
76.53
67.54
196.6821
0.03968
3,189.42
1
731
2.84
5.19
1.39
85.56
85.47
242.9904
0.016263
3,793.89
1
881
3.77
3.78
2.7
76.54
70.88
288.5558
0.038093
3,330.18
1
1,063
2.73
8.83
1.45
77.24
84.34
210.8652
0.017192
9,386.29
0
576
3.05
12.02
1.69
78.53
75.67
239.5165
0.022334
6,923.52
1
1,355
2.09
10.81
1.53
77.22
66.01
161.3898
0.023178
14,647.55
0
986
3.42
7.87
1.67
82.21
80.77
281.1582
0.020676
7,759.82
1
716
3.04
6.91
2.89
79.96
72.07
243.0784
0.0401
4,947.56
1
524
3.88
5.63
1.83
77.37
82.46
300.1956
0.022193
2,950.12
1
445
2.69
6.75
2.86
85.56
81.62
230.1564
0.03504
3,003.75
1
1,119
2.57
10.33
2.48
74.1
68.69
190.437
0.036104
11,559.27
1
546
2.62
4.46
1.83
74.33
83.81
194.7446
0.021835
2,435.16
1
1,300
4.13
14.95
1.32
83.59
76.09
345.2267
0.017348
19,435
1
470
4.92
7.29
3.61
77.36
75.89
380.6112
0.047569
3,426.3
1
398
3.95
7.85
2.3
75.62
76.47
298.699
0.030077
3,124.3
1
815
5.03
3.47
1.13
76.86
85.25
386.6058
0.013255
2,828.05
0
450
3.4
8.45
2.79
77.07
73.67
262.038
0.037872
3,802.5
1
468
1.87
7.34
1.33
79.86
82.9
149.3382
0.016043
3,435.12
1
784
3.31
6.1
1.89
76.68
70.28
253.8108
0.026892
4,782.4
0
466
5.3
6.82
1.57
85.35
87.19
452.355
0.018007
3,178.12
1
1,571
4.71
6.42
2.18
75.14
85.68
353.9094
0.025444
10,085.82
1
612
3.07
5.38
1.82
81.33
79.05
249.6831
0.023023
3,292.56
1
792
2.37
5.94
1.65
77.85
82.04
184.5045
0.020112
4,704.48
1
978
2.96
9.44
2.18
78.45
75.28
232.212
0.028959
9,232.32
1
536
3.08
11.18
0.9
81.98
76.88
252.4984
0.011707
5,992.48
1
1,296
4.11
6.91
2.8
78.45
75.22
322.4295
0.037224
8,955.36
0
761
3.73
6.29
1.25
77.64
75.47
289.5972
0.016563
4,786.69
1
1,453
2.96
7.47
2.84
75.77
71.62
224.2792
0.039654
10,853.91
1
730
5.04
4.88
1.54
78.04
70.52
393.3216
0.021838
3,562.4
1
1,333
0.59
4.68
2.93
77.41
76.31
45.6719
0.038396
6,238.44
0
463
4.37
6.63
2.92
75.65
69.96
330.5905
0.041738
3,069.69
1
934
3.37
5.28
1.63
76.06
76.98
256.3222
0.021174
4,931.52
1
815
4.63
6.93
4.33
81.43
82.26
377.0209
0.052638
5,647.95
1
625
1.85
4.15
2.28
73.87
81.95
136.6595
0.027822
2,593.75
1
1,094
3.31
6.02
1.1
76.06
67.49
251.7586
0.016299
6,585.88
1
543
2.36
7.3
1.25
82.67
74.82
195.1012
0.016707
3,963.9
1
799
4.08
5.56
2.38
75
70.6
306
0.033711
4,442.44
1
799
4.83
4.51
2.56
77.46
82.05
374.1318
0.0312
3,603.49
1
883
5.01
7.31
1.27
76.57
79.52
383.6157
0.015971
6,454.73
1
538
3.06
4.53
1.64
77.52
79.73
237.2112
0.020569
2,437.14
0
809
2.99
6.78
1.97
84.93
82.97
253.9407
0.023744
5,485.02
1
417
2.32
6.96
1.54
75.78
68.64
175.8096
0.022436
2,902.32
1
678
3.82
4.43
1.62
76.54
71.83
292.3828
0.022553
3,003.54
0
817
3.61
6.77
3.57
75.15
74.16
271.2915
0.048139
5,531.09
1
957
2.92
4.28
0.26
74.33
77.98
217.0436
0.003334
4,095.96
1
798
2.8
10.39
1.59
81.66
67.18
228.648
0.023668
8,291.22
1
569
1.19
4.13
3.06
76.35
67.32
90.8565
0.045455
2,349.97
0
343
3.65
5.3
2.81
76.84
83.55
280.466
0.033633
1,817.9
1
914
2.98
9.61
2.53
84.84
74.97
252.8232
0.033747
8,783.54
1
878
4.77
6.09
1.75
75.35
78.44
359.4195
0.02231
5,347.02
0
688
3.82
9.87
1.17
83.43
85.71
318.7026
0.013651
6,790.56
0
516
2.87
7.09
2.57
76.58
73.88
219.7846
0.034786
3,658.44
0
860
3.65
3.56
1.61
79.38
79.83
289.737
0.020168
3,061.6
0