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
729
3.85
10.19
2.36
77.92
71.67
299.992
0.032929
7,428.51
1
643
2.89
10.26
2.16
75.6
71.3
218.484
0.030295
6,597.18
1
1,014
2.81
3.97
1.88
75
83.53
210.75
0.022507
4,025.58
0
879
3.56
7.76
1.93
77.6
82.02
276.256
0.023531
6,821.04
0
918
2.71
7.92
2.46
75.21
80.82
203.8191
0.030438
7,270.56
1
708
5.99
6.63
2.09
75.55
82.76
452.5445
0.025254
4,694.04
0
744
2.11
4.94
1.53
77.06
75.11
162.5966
0.02037
3,675.36
0
752
2.62
8.36
3
78.73
75.94
206.2726
0.039505
6,286.72
0
1,005
2.21
8.12
3.08
81.16
88.59
179.3636
0.034767
8,160.6
0
675
3.43
9.25
2.38
76.44
75.79
262.1892
0.031403
6,243.75
1
662
2.56
7.13
2.25
81.94
79.91
209.7664
0.028157
4,720.06
0
758
3.36
12.19
1.33
75.49
66.14
253.6464
0.020109
9,240.02
0
975
3.18
8.55
2.68
77.86
87.5
247.5948
0.030629
8,336.25
0
527
2.33
6.91
2.38
76.99
87.28
179.3867
0.027269
3,641.57
1
752
3.63
6.4
3.47
75.03
75.26
272.3589
0.046107
4,812.8
1
380
4.04
10.44
2.51
74.95
76.95
302.798
0.032619
3,967.2
1
823
3.87
4.86
2.74
77.25
83.37
298.9575
0.032866
3,999.78
0
867
3.09
7.04
1.41
85.33
75.56
263.6697
0.018661
6,103.68
0
733
3.75
12.52
1.7
76.85
79.15
288.1875
0.021478
9,177.16
0
549
5.04
6.37
2.58
77.81
70.04
392.1624
0.036836
3,497.13
1
1,477
2.47
6.62
1.94
74.58
86.71
184.2126
0.022373
9,777.74
0
641
2.87
8.62
1.52
75.94
71.94
217.9478
0.021129
5,525.42
1
1,221
4.31
10.51
1.95
81.03
75.92
349.2393
0.025685
12,832.71
1
680
2.67
11.81
2.19
84.3
86.14
225.081
0.025424
8,030.8
1
1,179
3.14
5.02
3.54
76.93
80.66
241.5602
0.043888
5,918.58
0
736
3.73
4.48
1.14
77.3
80.61
288.329
0.014142
3,297.28
1
692
2.65
18.65
1.96
74.1
89.59
196.365
0.021877
12,905.8
1
919
3.34
6.24
2.85
73.63
88.07
245.9242
0.032361
5,734.56
1
925
4.14
6.05
2.45
76.55
73.55
316.917
0.033311
5,596.25
1
783
4.5
4.25
2.88
76.11
81.98
342.495
0.035131
3,327.75
0
1,265
2.42
3.85
1.94
78.61
71.17
190.2362
0.027259
4,870.25
0
765
4.62
4.76
2.5
78.14
79.39
361.0068
0.03149
3,641.4
1
790
4.18
6.65
3.37
75.75
82.97
316.635
0.040617
5,253.5
1
502
4.28
5.82
1.73
77.3
88.41
330.844
0.019568
2,921.64
1
648
3.54
7.6
2.5
74.29
68.74
262.9866
0.036369
4,924.8
1
1,018
5.6
8.71
2.61
77.91
76.84
436.296
0.033967
8,866.78
1
702
2.51
4.05
2.87
76.76
85.82
192.6676
0.033442
2,843.1
0
664
4.05
7.27
3.09
77.13
83.87
312.3765
0.036843
4,827.28
0
566
2.5
6.91
3.02
77.94
71.88
194.85
0.042014
3,911.06
0
596
5.27
8.24
5.07
76.55
71.83
403.4185
0.070583
4,911.04
1
940
1.98
10.75
1.5
82.18
74.05
162.7164
0.020257
10,105
1
703
5.16
6.48
2.47
75.42
82.23
389.1672
0.030038
4,555.44
1
828
3.22
6.28
3.71
77.89
86.3
250.8058
0.04299
5,199.84
1
990
3.04
5.65
0.84
77.01
75.66
234.1104
0.011102
5,593.5
0
1,035
2.05
6.73
3.74
77.24
87.66
158.342
0.042665
6,965.55
1
1,004
2.68
5.28
1.14
75.66
70.06
202.7688
0.016272
5,301.12
0
690
3.76
5.71
1.9
75.79
83.99
284.9704
0.022622
3,939.9
1
1,090
4.51
6.69
2.83
77.9
80.62
351.329
0.035103
7,292.1
0
661
1.61
16.18
2.15
75
76.52
120.75
0.028097
10,694.98
1
1,455
3.92
6.85
1.98
78.3
71.65
306.936
0.027634
9,966.75
1
664
3.08
7.88
1.43
77.34
76.04
238.2072
0.018806
5,232.32
0
513
2.6
7.52
0.95
74.62
86.15
194.012
0.011027
3,857.76
1
1,147
3.04
7.22
1.5
76.65
77.31
233.016
0.019402
8,281.34
0
485
3.7
9.48
3.47
76.82
78.97
284.234
0.043941
4,597.8
1
630
4.72
5.23
1.82
85.79
76.06
404.9288
0.023928
3,294.9
1
1,165
2.59
6.97
2.37
76.38
84.12
197.8242
0.028174
8,120.05
1
468
3.51
4.57
0.96
74.41
81.36
261.1791
0.011799
2,138.76
1
826
2.61
3.46
1.39
77.21
70.62
201.5181
0.019683
2,857.96
0
598
1.17
8.21
2.45
77.89
72.9
91.1313
0.033608
4,909.58
1
905
2.1
4.8
1.43
74.72
74.2
156.912
0.019272
4,344
1
1,015
2.28
4.82
2.24
75.6
88.95
172.368
0.025183
4,892.3
1
811
5.45
5.08
2.68
76.55
90.09
417.1975
0.029748
4,119.88
0
1,132
4.36
7.23
1.47
82.25
83.86
358.61
0.017529
8,184.36
1
985
5.11
4.22
1.21
78.22
73.04
399.7042
0.016566
4,156.7
0
404
3.05
5.89
2.92
76.7
82.18
233.935
0.035532
2,379.56
1
848
4.11
4.41
2.52
78.28
65
321.7308
0.038769
3,739.68
1
816
3.19
5.36
1.69
75.25
72.78
240.0475
0.023221
4,373.76
1
636
3.14
7.05
1.71
77.16
89.17
242.2824
0.019177
4,483.8
1
819
3.06
2.36
0.47
87.36
87.95
267.3216
0.005344
1,932.84
0
655
2.36
4.84
6.24
75.88
77.41
179.0768
0.08061
3,170.2
0
665
2.65
12.98
1.84
76.2
82.2
201.93
0.022384
8,631.7
1
790
1.87
3.93
2.13
76.99
84.33
143.9713
0.025258
3,104.7
0
532
2.92
11.51
2.77
74.43
77.1
217.3356
0.035927
6,123.32
1
1,092
2.45
7.5
2.08
74.13
91.62
181.6185
0.022702
8,190
0
680
2.34
6.9
2.96
76.24
77.68
178.4016
0.038105
4,692
1
549
3.78
7.14
2.93
84.56
77.76
319.6368
0.03768
3,919.86
0
458
3.68
6.57
2.19
79.28
83.42
291.7504
0.026253
3,009.06
0
1,382
4.71
6.11
1.89
77.1
77.4
363.141
0.024419
8,444.02
1
902
0.54
5.09
4.1
82.81
76.69
44.7174
0.053462
4,591.18
0
522
4.35
9.31
1.59
74.65
71.39
324.7275
0.022272
4,859.82
1
558
4.78
5.22
0.83
74.72
78.95
357.1616
0.010513
2,912.76
0
911
2.94
5.43
0.78
84.64
77.3
248.8416
0.010091
4,946.73
0
978
4.21
5.69
2.46
76.14
72.26
320.5494
0.034044
5,564.82
1
560
3.94
6.14
3.93
76.72
85.59
302.2768
0.045917
3,438.4
0
605
4.27
6.84
1.65
78.31
80.02
334.3837
0.02062
4,138.2
1
685
2.66
1.06
3.53
72.82
79.56
193.7012
0.044369
726.1
0
1,041
4.12
4.61
2.52
77.31
81.56
318.5172
0.030897
4,799.01
1
1,149
3.94
4.29
3.2
77.37
77.98
304.8378
0.041036
4,929.21
0
585
3.64
5.1
1.92
77.15
74.18
280.826
0.025883
2,983.5
1
466
1.91
2.84
2.1
75.88
82.5
144.9308
0.025455
1,323.44
0
709
3.5
2.19
1.48
74.99
75.8
262.465
0.019525
1,552.71
1
1,590
2.94
10.25
1.26
76.85
77.58
225.939
0.016241
16,297.5
1
898
2.96
6.21
1.5
76.62
75.19
226.7952
0.019949
5,576.58
0
788
2.94
5.52
2.99
76.37
85.16
224.5278
0.03511
4,349.76
1
530
2.16
2.78
2.8
76.45
78.16
165.132
0.035824
1,473.4
1
394
3.76
4.87
5.02
78.31
84.24
294.4456
0.059592
1,918.78
1
891
2.54
7.32
1.97
75.49
75.3
191.7446
0.026162
6,522.12
0
856
3.21
3.65
2.71
76.83
81.54
246.6243
0.033235
3,124.4
1
423
3.62
5.46
2.08
77.19
87.08
279.4278
0.023886
2,309.58
1
549
4.1
8.35
1.54
76.42
82.99
313.322
0.018556
4,584.15
1