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
1,085
3.94
5.39
3.12
76.33
73.43
300.7402
0.042489
5,848.15
1
1,482
3.29
5.08
1.95
75.43
88.66
248.1647
0.021994
7,528.56
0
394
3.57
5.91
3.85
75.13
73.71
268.2141
0.052232
2,328.54
1
571
2.4
13.11
2.78
84.55
87.43
202.92
0.031797
7,485.81
0
761
2.75
8.07
2.95
81.17
70.39
223.2175
0.041909
6,141.27
0
728
3.51
6.21
1.43
75.86
77.32
266.2686
0.018495
4,520.88
1
1,079
2.53
4.31
2.03
76.47
79.43
193.4691
0.025557
4,650.49
1
754
4.12
4.43
2.75
74.64
75.89
307.5168
0.036237
3,340.22
1
496
2.72
6.72
1.31
75.97
66.54
206.6384
0.019687
3,333.12
1
570
2.81
2.73
1.39
76.21
75.6
214.1501
0.018386
1,556.1
1
1,322
3.6
4.7
3.16
77.02
70.8
277.272
0.044633
6,213.4
0
416
2.66
6.86
6.3
72.58
82.89
193.0628
0.076004
2,853.76
1
825
5.08
4.55
4.49
75.58
80.17
383.9464
0.056006
3,753.75
1
868
4.23
4.47
4.05
83.2
91.35
351.936
0.044335
3,879.96
1
857
3.74
6.52
5.41
77.32
74.5
289.1768
0.072617
5,587.64
0
676
1.76
8.1
2.55
77.73
88.26
136.8048
0.028892
5,475.6
1
1,159
2.84
4.64
1.73
75.66
83.41
214.8744
0.020741
5,377.76
0
521
2.24
3.85
3.29
75.61
78.88
169.3664
0.041709
2,005.85
1
933
3.79
5.9
2.51
77.13
79.32
292.3227
0.031644
5,504.7
0
920
3.87
5.02
2.72
76.84
70.04
297.3708
0.038835
4,618.4
1
1,581
2.82
4.52
0.84
76.07
75.45
214.5174
0.011133
7,146.12
1
493
2.66
7.23
1.17
76.5
87.26
203.49
0.013408
3,564.39
1
477
3.04
13.94
2.84
75.16
72.25
228.4864
0.039308
6,649.38
1
798
2.72
6.14
2.19
84.13
83.24
228.8336
0.026309
4,899.72
1
793
4.86
3.84
2.21
77.33
67.65
375.8238
0.032668
3,045.12
1
877
2.99
6.47
2.95
77.82
73.06
232.6818
0.040378
5,674.19
1
417
2.35
5.26
1.49
80.62
68.21
189.457
0.021844
2,193.42
0
992
2.42
5.2
3.08
75.03
77.99
181.5726
0.039492
5,158.4
0
566
2.27
5.75
2.61
75.57
76
171.5439
0.034342
3,254.5
0
697
2.15
5.92
0.05
75.03
69.92
161.3145
0.000715
4,126.24
1
820
2.89
15.29
1.63
76.86
77.68
222.1254
0.020984
12,537.8
1
782
4.45
11.83
1.76
75.1
71.53
334.195
0.024605
9,251.06
1
419
2.54
6.9
2.44
73.63
74.81
187.0202
0.032616
2,891.1
0
658
4.7
6.05
1.57
79.56
76.46
373.932
0.020534
3,980.9
1
1,561
4.62
9.74
5.53
77.52
84.68
358.1424
0.065305
15,204.14
1
810
2.99
6.49
2.27
78.37
78.27
234.3263
0.029002
5,256.9
1
560
4.9
6.73
2.76
79.09
85.62
387.541
0.032235
3,768.8
0
829
3.27
4.58
6.14
74.15
74.14
242.4705
0.082816
3,796.82
0
559
3.1
4.06
2.99
76.58
77.67
237.398
0.038496
2,269.54
1
652
1.92
5.89
1.93
77.04
75.94
147.9168
0.025415
3,840.28
0
663
1.69
14.55
1.21
76.82
88.16
129.8258
0.013725
9,646.65
1
444
2.06
5.92
1.35
77.93
80.84
160.5358
0.0167
2,628.48
1
860
3.03
8
2.49
74.65
88.94
226.1895
0.027996
6,880
1
474
2.33
8.19
1.42
74.45
80.74
173.4685
0.017587
3,882.06
1
701
4.72
4.96
3.01
77.93
78.4
367.8296
0.038393
3,476.96
1
675
4.72
6.87
2.24
78.94
72.39
372.5968
0.030943
4,637.25
1
594
2.36
4.83
2.85
76.64
73.92
180.8704
0.038555
2,869.02
0
509
2.09
4.92
1.56
77.17
69.88
161.2853
0.022324
2,504.28
0
599
3.71
5.47
2.88
85.68
80.89
317.8728
0.035604
3,276.53
0
505
4.82
3.14
3.99
77.04
73.09
371.3328
0.05459
1,585.7
1
425
2.29
8.29
4.13
73.92
75.04
169.2768
0.055037
3,523.25
1
529
3.22
5.47
2.2
78.29
75.39
252.0938
0.029182
2,893.63
1
697
4.78
8.08
3.17
87.32
74.25
417.3896
0.042694
5,631.76
1
887
1.92
5.96
1.47
83.2
72.79
159.744
0.020195
5,286.52
1
1,221
4.37
8.81
3.4
78.08
84.14
341.2096
0.040409
10,757.01
0
647
3.57
5.67
1.55
73.6
80.52
262.752
0.01925
3,668.49
1
574
2.55
2.06
3.12
74.23
85.32
189.2865
0.036568
1,182.44
1
1,346
1.93
6.33
2.54
77.06
85.08
148.7258
0.029854
8,520.18
0
410
3.37
5.88
4.15
76.03
74.66
256.2211
0.055585
2,410.8
1
961
1.91
14.43
1.55
76.48
71.14
146.0768
0.021788
13,867.23
0
554
3.64
5.17
0.19
77.2
79.93
281.008
0.002377
2,864.18
1
925
2.63
6.4
2.5
79.45
71.7
208.9535
0.034867
5,920
0
531
2.77
4.92
0.87
75.81
85.82
209.9937
0.010137
2,612.52
0
636
5.23
7
2.44
74.87
84
391.5701
0.029048
4,452
0
540
1.74
6.91
1.25
71.59
75.66
124.5666
0.016521
3,731.4
1
772
1.82
4.16
2.24
76.79
83.86
139.7578
0.026711
3,211.52
1
1,292
4.71
17.32
2.27
77.54
82.22
365.2134
0.027609
22,377.44
1
1,141
5.41
11.24
2.75
75.43
74.4
408.0763
0.036962
12,824.84
0
1,972
2.56
7.02
2.33
75.12
77.25
192.3072
0.030162
13,843.44
0
1,172
2.31
1.46
1.51
76.83
83.24
177.4773
0.01814
1,711.12
1
957
5.08
11.93
0.96
77.34
65.95
392.8872
0.014556
11,417.01
0
652
4.09
6.86
2.8
77.03
75.38
315.0527
0.037145
4,472.72
0
444
2.28
5.86
2.99
82.55
86.61
188.214
0.034523
2,601.84
1
856
2.59
7.25
2.9
82.26
70.12
213.0534
0.041358
6,206
1
474
3.45
6.65
2.07
75.79
79.68
261.4755
0.025979
3,152.1
1
455
4.76
13.97
2.45
80.6
75.81
383.656
0.032318
6,356.35
1
598
5.03
6.82
1.79
84.22
81.05
423.6266
0.022085
4,078.36
1
1,442
4.25
7.93
2.95
75.67
75.5
321.5975
0.039073
11,435.06
0
524
3.48
8.17
1.2
75.64
66.54
263.2272
0.018034
4,281.08
1
530
3.62
8.7
1.78
73.8
91.19
267.156
0.01952
4,611
0
798
2.3
4.22
2.19
85.8
83.06
197.34
0.026366
3,367.56
0
441
2.02
4.76
1.78
75.27
84.06
152.0454
0.021175
2,099.16
1
702
0.49
4.65
2.4
86.15
82.38
42.2135
0.029133
3,264.3
1
552
5.15
6.38
1.68
83.34
81.44
429.201
0.020629
3,521.76
1
758
2.77
5.14
2.76
73.58
74.78
203.8166
0.036908
3,896.12
1
833
0.48
12.96
1.53
76.8
66.21
36.864
0.023108
10,795.68
0
861
2.29
2.7
1.7
73.41
75.84
168.1089
0.022416
2,324.7
0
641
4.51
8.97
4.1
75.54
77.94
340.6854
0.052605
5,749.77
1
808
2.19
4.16
2.83
76.04
77
166.5276
0.036753
3,361.28
1
512
2.73
16.22
2.8
76.06
79.02
207.6438
0.035434
8,304.64
1
669
3.82
7.46
1.98
77.12
78.78
294.5984
0.025133
4,990.74
1
860
2.25
4.06
2.44
74.75
74.69
168.1875
0.032668
3,491.6
0
681
4.46
15.87
3.22
74.05
77.15
330.263
0.041737
10,807.47
1
779
4.19
9.92
1.75
75.13
70.23
314.7947
0.024918
7,727.68
1
770
3.29
13.47
3.54
77.64
73.62
255.4356
0.048085
10,371.9
0
746
5.29
5.89
2.1
77.49
84.06
409.9221
0.024982
4,393.94
1
929
3.04
7.3
3.88
75.21
63.42
228.6384
0.061179
6,781.7
1
730
3.1
3.97
2.55
79.62
80.67
246.822
0.03161
2,898.1
1
542
2.77
7.19
2.02
77.97
81.49
215.9769
0.024788
3,896.98
0
695
0.37
3.96
3.45
77.71
77.5
28.7527
0.044516
2,752.2
0