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
1,010
5.11
10.21
3.17
75.1
71.3
383.761
0.04446
10,312.1
0
642
4.07
4.66
1.4
77.62
68.61
315.9134
0.020405
2,991.72
1
659
1.93
6.95
2.5
76.87
76.33
148.3591
0.032753
4,580.05
0
844
2.12
4.12
3.39
76.47
79.48
162.1164
0.042652
3,477.28
1
438
1.91
3.76
3.44
73.29
70.56
139.9839
0.048753
1,646.88
1
2,011
4.32
4.84
2.48
75.41
71.09
325.7712
0.034885
9,733.24
1
530
4.14
3.92
1.34
76.56
84.98
316.9584
0.015768
2,077.6
1
342
1.93
4.6
1.84
74.19
64.81
143.1867
0.028391
1,573.2
1
864
4.47
6.94
1.78
74.29
84.56
332.0763
0.02105
5,996.16
1
700
2.36
6.13
1.49
74.82
76
176.5752
0.019605
4,291
1
926
3.61
12.24
1.57
74.77
88.46
269.9197
0.017748
11,334.24
1
727
2.7
13.11
2.2
76.03
77.56
205.281
0.028365
9,530.97
1
535
2.06
6.76
2.63
84.46
77.85
173.9876
0.033783
3,616.6
0
1,200
3.83
1.52
1.94
80.01
82.45
306.4383
0.023529
1,824
0
1,358
2.7
4.52
2.86
76.62
79.33
206.874
0.036052
6,138.16
0
819
4.45
6.59
1.53
77.63
78.86
345.4535
0.019401
5,397.21
0
742
4.53
6.27
2.68
76.85
85.67
348.1305
0.031283
4,652.34
1
800
2.41
6.55
1.24
75.85
77.94
182.7985
0.01591
5,240
1
673
1.94
7.02
1.44
83.11
80.36
161.2334
0.017919
4,724.46
1
582
2.04
8.21
2.6
75.18
74.95
153.3672
0.03469
4,778.22
1
1,079
3.49
10.4
3.17
76.96
78.36
268.5904
0.040454
11,221.6
0
1,324
2.7
4.15
2.25
81.29
78.73
219.483
0.028579
5,494.6
0
1,558
2.63
5.86
2.28
76.69
71.76
201.6947
0.031773
9,129.88
0
522
3.93
4.06
1.49
77.71
92.72
305.4003
0.01607
2,119.32
1
797
2.46
4.28
2.19
75.81
68.44
186.4926
0.031999
3,411.16
1
532
4.83
7.77
2.44
74.37
71.56
359.2071
0.034097
4,133.64
1
1,417
4.13
5.33
2.06
85.99
80.89
355.1387
0.025467
7,552.61
1
525
3.97
5.56
1.55
76.86
84.5
305.1342
0.018343
2,919
1
769
2.6
8.03
2.92
77.23
72.59
200.798
0.040226
6,175.07
1
705
4.86
6.23
1.85
77
77.87
374.22
0.023758
4,392.15
1
1,322
4.58
9.73
2.81
75.34
76.57
345.0572
0.036698
12,863.06
1
1,263
2.76
11.11
2.31
78.03
72.8
215.3628
0.031731
14,031.93
1
751
1.71
5.37
1.04
78.57
69.22
134.3547
0.015025
4,032.87
0
1,087
1.75
5.22
0.85
75.72
76.53
132.51
0.011107
5,674.14
0
649
2.54
4.06
1.84
74.88
75.81
190.1952
0.024271
2,634.94
0
927
2.37
6.48
1.67
75.73
74.51
179.4801
0.022413
6,006.96
1
1,424
4.18
4.71
1.84
77.22
75.9
322.7796
0.024242
6,707.04
0
729
5.09
15.03
2.12
83.39
76.34
424.4551
0.02777
10,956.87
1
853
4.89
4.11
3.57
77.34
71.1
378.1926
0.050211
3,505.83
0
1,012
4.12
4.78
1.79
82.38
80.84
339.4056
0.022143
4,837.36
0
379
2.31
8.36
2.07
74.77
70.4
172.7187
0.029403
3,168.44
1
904
4.98
4.72
2.29
76.6
76.23
381.468
0.030041
4,266.88
0
791
4.01
17.5
2.12
77.98
81.47
312.6998
0.026022
13,842.5
1
1,198
2.44
8.21
2.87
82.57
71.13
201.4708
0.040349
9,835.58
1
704
4.48
6.12
2.85
76.97
77.14
344.8256
0.036946
4,308.48
0
890
2.61
4.8
1.39
77.25
81.42
201.6225
0.017072
4,272
0
1,020
3.88
4.34
2.07
76.62
79.65
297.2856
0.025989
4,426.8
0
897
2.87
4.13
1.76
78.64
69.28
225.6968
0.025404
3,704.61
0
741
3.69
6.69
3.49
74.74
67.78
275.7906
0.05149
4,957.29
1
578
2.65
7.02
4.44
76.79
77.49
203.4935
0.057298
4,057.56
1
982
3.82
6.62
1.96
77.4
81.57
295.668
0.024028
6,500.84
1
669
3.41
3.35
3.86
76.43
78.32
260.6263
0.049285
2,241.15
0
1,042
3.73
8.26
1.73
80.6
74.65
300.638
0.023175
8,606.92
1
683
2.88
5.47
2.53
77.27
86.57
222.5376
0.029225
3,736.01
0
899
3.2
5.74
1.37
76.8
69.69
245.76
0.019658
5,160.26
1
646
3.12
6.14
1.25
77.46
80.4
241.6752
0.015547
3,966.44
0
1,047
3.86
1.04
1.13
76.95
81.87
297.027
0.013802
1,088.88
0
1,008
2.33
6.9
2.7
75.75
85.2
176.4975
0.03169
6,955.2
1
776
3.32
5.67
1.32
77.87
72.76
258.5284
0.018142
4,399.92
1
936
2.51
6.62
2.11
76.54
81.41
192.1154
0.025918
6,196.32
1
631
5.24
9.96
2.49
81.78
94.46
428.5272
0.02636
6,284.76
1
811
2.74
5.65
4.93
81.41
85.43
223.0634
0.057708
4,582.15
0
701
2.54
7.6
2.77
77.35
86.64
196.469
0.031971
5,327.6
1
664
2.1
5.8
2.44
77.72
75.66
163.212
0.03225
3,851.2
0
1,116
0.02
8.58
2.72
76.9
81.69
1.538
0.033297
9,575.28
1
954
3.16
3.5
3.37
75.56
79.95
238.7696
0.042151
3,339
1
930
3.28
8.67
3.16
75.81
66.58
248.6568
0.047462
8,063.1
0
606
3.37
9.39
3.1
77.2
82
260.164
0.037805
5,690.34
1
733
2.89
8.16
1.7
74.78
80.64
216.1142
0.021081
5,981.28
1
844
4.06
5.94
1.28
76.69
77.28
311.3614
0.016563
5,013.36
0
395
2.39
7.87
1.66
77.01
70.05
184.0539
0.023697
3,108.65
1
656
5.9
8.31
3.71
75.57
82.06
445.863
0.045211
5,451.36
1
660
4.42
5.63
2.38
77.11
67.93
340.8262
0.035036
3,715.8
1
720
2.27
7.76
2.26
74.89
73.35
170.0003
0.030811
5,587.2
0
1,171
5.16
3.67
2.89
75.76
82.35
390.9216
0.035094
4,297.57
1
1,213
2.62
12.88
2.19
76.89
73.27
201.4518
0.029889
15,623.44
0
399
1.62
12.08
1.98
75.82
75.47
122.8284
0.026236
4,819.92
1
737
3.06
13.12
4.27
76.73
83.05
234.7938
0.051415
9,669.44
1
647
4.27
4.45
2.51
77.1
77.83
329.217
0.03225
2,879.15
1
436
4.25
7.44
2.34
77.81
82.4
330.6925
0.028398
3,243.84
1
1,483
3.35
9.97
2.35
76.63
79.73
256.7105
0.029474
14,785.51
1
457
2.34
5.73
1.71
77.51
78.6
181.3734
0.021756
2,618.61
1
1,036
2.16
6.13
2.16
76
77.32
164.16
0.027936
6,350.68
0
732
2.8
6.6
2.64
78.35
76.02
219.38
0.034728
4,831.2
1
564
0.11
8.62
1.57
78.81
76.21
8.6691
0.020601
4,861.68
1
580
3.75
7.36
1.86
77.45
81.04
290.4375
0.022952
4,268.8
0
1,083
4.87
4.98
2.5
81.91
81.06
398.9017
0.030841
5,393.34
0
607
2.14
3.91
4.65
78.16
82.88
167.2624
0.056105
2,373.37
1
506
5.01
5.36
1.01
80.57
77.42
403.6557
0.013046
2,712.16
1
899
4.45
4.76
1.25
84.76
80.69
377.182
0.015491
4,279.24
0
608
2.39
6.02
1.99
72.87
75.29
174.1593
0.026431
3,660.16
1
902
3.98
8
1.54
77.19
76.55
307.2162
0.020118
7,216
1
1,025
2.42
5.2
2.05
75.43
80.66
182.5406
0.025415
5,330
0
771
2.65
5.82
1.86
73.91
72.71
195.8615
0.025581
4,487.22
1
527
3.82
5.58
1.99
77.49
73.23
296.0118
0.027175
2,940.66
1
522
4.72
10.45
3.37
76.96
70.66
363.2512
0.047693
5,454.9
1
1,206
2.38
9.21
1.38
75.94
75.75
180.7372
0.018218
11,107.26
0
1,694
4.73
13.2
0.64
76.25
81.03
360.6625
0.007898
22,360.8
0
778
3.85
5.22
3.42
77.94
71.84
300.069
0.047606
4,061.16
1
1,112
4.7
7.67
1.43
75.61
68.39
355.367
0.020909
8,529.04
0