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
1,376
4.05
4.8
2.9
74.59
82.38
302.0895
0.035203
6,604.8
1
608
2.42
9.48
2.21
73.81
72.14
178.6202
0.030635
5,763.84
1
701
2.3
6.26
2.87
75.35
80.64
173.305
0.03559
4,388.26
0
1,015
2.71
3
2.31
78.79
89.43
213.5209
0.02583
3,045
1
670
2.13
6.18
2.55
76.1
76.43
162.093
0.033364
4,140.6
1
1,098
2.96
5.64
1.22
76.61
72.64
226.7656
0.016795
6,192.72
1
443
3.96
4.96
1.46
78.44
68.35
310.6224
0.021361
2,197.28
1
534
2.51
4.65
2.66
77.35
84.13
194.1485
0.031618
2,483.1
0
635
1.97
10.17
5.52
75.88
91.02
149.4836
0.060646
6,457.95
0
695
5.05
2.38
1.78
76.3
70.1
385.315
0.025392
1,654.1
1
946
4.07
4.08
2.85
74.74
75.51
304.1918
0.037743
3,859.68
1
667
2.83
5.4
2.93
87.41
77.6
247.3703
0.037758
3,601.8
0
670
3.04
7.16
2.77
76.88
84.21
233.7152
0.032894
4,797.2
1
562
4.81
6.1
3.42
83.23
76.53
400.3363
0.044688
3,428.2
1
545
2.55
7.36
1.43
82.31
75.85
209.8905
0.018853
4,011.2
1
767
3.5
4.52
1.54
75.32
73.73
263.62
0.020887
3,466.84
0
595
2.33
5.26
1.8
77.17
79.1
179.8061
0.022756
3,129.7
1
1,460
3.4
4.92
1.67
76.72
88.61
260.848
0.018847
7,183.2
1
471
4.22
2.72
2.4
77.07
80.28
325.2354
0.029895
1,281.12
1
1,123
3.54
4.17
1.44
76.41
82.21
270.4914
0.017516
4,682.91
1
546
4.62
9.38
3.16
73.93
78.42
341.5566
0.040296
5,121.48
1
656
2.55
5.77
1.73
76
74.62
193.8
0.023184
3,785.12
0
617
3.18
4.65
1.68
75.13
69.83
238.9134
0.024058
2,869.05
1
452
1.65
7.71
1.62
76.2
65.77
125.73
0.024631
3,484.92
1
668
5.6
6.94
1.02
75.82
67.29
424.592
0.015158
4,635.92
1
508
2.07
5.36
1.25
74.58
63.58
154.3806
0.01966
2,722.88
1
529
3.84
8.33
1.28
76.43
82.92
293.4912
0.015437
4,406.57
1
620
3.79
8.76
1.16
86.02
80.06
326.0158
0.014489
5,431.2
1
742
2.02
6.49
1.64
77.31
78.23
156.1662
0.020964
4,815.58
0
836
4.96
5.86
2.24
77.17
66.08
382.7632
0.033898
4,898.96
0
525
3.46
11.01
1.67
75.5
68.39
261.23
0.024419
5,780.25
1
826
3.06
17.44
2.06
78.51
74.61
240.2406
0.02761
14,405.44
1
384
1.78
11.89
0.91
79.34
88.36
141.2252
0.010299
4,565.76
1
500
6.03
5.17
1.38
77.46
80.73
467.0838
0.017094
2,585
1
513
3.59
3.94
3.26
77.13
85.73
276.8967
0.038026
2,021.22
1
452
3.98
5.63
1.84
75.58
80.5
300.8084
0.022857
2,544.76
1
914
3.59
4.45
2.68
85.1
92.17
305.509
0.029077
4,067.3
1
857
4.49
6.57
2.42
75.53
78.36
339.1297
0.030883
5,630.49
1
949
3.98
6.79
1.13
77.62
73.66
308.9276
0.015341
6,443.71
1
605
3.47
7.2
3.05
76.26
82.18
264.6222
0.037114
4,356
1
723
4.64
8.15
3.1
79.62
70.89
369.4368
0.04373
5,892.45
1
613
3.1
8.23
2.27
87.08
88.12
269.948
0.02576
5,044.99
1
598
2.58
6.57
1.9
83.02
80.17
214.1916
0.0237
3,928.86
1
749
3.09
7.16
1.12
76.09
79.62
235.1181
0.014067
5,362.84
1
1,032
2.43
2.28
2.43
74.79
84.86
181.7397
0.028635
2,352.96
1
607
3.8
7.85
1.27
75.05
74.31
285.19
0.017091
4,764.95
1
800
2.93
4.27
1.98
77.12
79.9
225.9616
0.024781
3,416
0
389
3.7
6.72
2.37
80.37
73.24
297.369
0.032359
2,614.08
1
734
4.23
5.62
1.38
80.43
76.74
340.2189
0.017983
4,125.08
1
927
2.68
5.21
2.36
74.72
78.07
200.2496
0.030229
4,829.67
0
585
1.74
4.6
1.24
86.76
87.8
150.9624
0.014123
2,691
0
966
4.41
8.34
1.14
76.6
89.18
337.806
0.012783
8,056.44
0
680
4.31
7.83
3.06
77.79
74.38
335.2749
0.04114
5,324.4
1
985
3.73
6.22
1.57
85.8
84.73
320.034
0.018529
6,126.7
0
1,011
3.08
5.81
3.18
74.25
77.62
228.69
0.040969
5,873.91
1
1,189
3.78
6.07
1
75.94
71.17
287.0532
0.014051
7,217.23
1
766
2.66
12.27
1.94
75.4
65.91
200.564
0.029434
9,398.82
1
770
3.99
2.75
0.96
76.16
80.49
303.8784
0.011927
2,117.5
0
527
4
6.93
1.27
76.98
81.99
307.92
0.01549
3,652.11
1
795
2.9
8.7
3.24
81.58
82.32
236.582
0.039359
6,916.5
1
640
2.39
3.36
1.83
74.59
73.55
178.2701
0.024881
2,150.4
1
561
4.92
13.95
1.64
77.04
82.83
379.0368
0.0198
7,825.95
1
529
2.69
9.86
1.76
76.7
80.21
206.323
0.021942
5,215.94
1
850
2.54
3.81
2.94
72.95
85.85
185.293
0.034246
3,238.5
1
679
5.07
5.31
2
77.52
82.75
393.0264
0.024169
3,605.49
1
341
4.02
4.87
2.78
78.66
85.01
316.2132
0.032702
1,660.67
1
1,240
4.49
6.63
2.92
79.54
79.66
357.1346
0.036656
8,221.2
0
647
2.2
5.77
1.7
76.57
67.33
168.454
0.025249
3,733.19
1
923
2.62
1.69
1.57
76.27
82.24
199.8274
0.01909
1,559.87
1
954
2.13
5.76
1.42
85.34
85.64
181.7742
0.016581
5,495.04
1
1,266
4.01
11.88
1.61
76.78
76.87
307.8878
0.020944
15,040.08
1
1,226
4.24
1.82
2.16
77.85
73.29
330.084
0.029472
2,231.32
1
655
2.3
7.07
2.7
76.87
80.55
176.801
0.03352
4,630.85
1
589
2.29
4.36
5.44
75.32
72.62
172.4828
0.07491
2,568.04
0
688
3.82
7.31
4.35
80.03
71.5
305.7146
0.060839
5,029.28
1
586
4.85
7.76
2.72
75.07
79.34
364.0895
0.034283
4,547.36
1
405
2.41
7.33
1.94
84.48
91.32
203.5968
0.021244
2,968.65
1
651
3.7
6.03
3.15
75.02
80
277.574
0.039375
3,925.53
1
368
4.47
13.25
3.37
76.5
80.83
341.955
0.041692
4,876
1
1,084
2.42
7.46
2.8
74.55
89.3
180.411
0.031355
8,086.64
1
1,222
3.63
2.68
1.65
76.75
76.77
278.6025
0.021493
3,274.96
1
1,266
5.25
10.97
2.89
77.81
80.62
408.5025
0.035847
13,888.02
0
929
3.13
7.02
2.6
76.6
80.55
239.758
0.032278
6,521.58
1
538
4.02
5.89
1.76
74.72
71.33
300.3744
0.024674
3,168.82
1
669
4.75
4.91
1.17
77.08
80.05
366.13
0.014616
3,284.79
1
1,038
2.59
4.87
2.79
75.46
85
195.4414
0.032824
5,055.06
0
1,145
4.44
5.69
2.97
74.06
71
328.8264
0.041831
6,515.05
0
733
2.02
7.62
3.09
84.37
79.1
170.4274
0.039064
5,585.46
0
398
4.79
9.86
1.53
82.92
87.43
397.1868
0.0175
3,924.28
1
1,260
3.56
4.14
2.32
87.15
88.49
310.254
0.026218
5,216.4
0
797
2.55
5.76
2.79
78.59
70.95
200.4045
0.039323
4,590.72
1
854
5.33
3.99
5.12
81.89
82.21
436.4737
0.06228
3,407.46
0
1,105
4.23
4.59
2.41
75.84
74.07
320.8032
0.032537
5,071.95
1
689
4.04
9.43
2.59
75.5
83.37
305.02
0.031066
6,497.27
0
948
4.41
4.27
2.04
77.21
85.66
340.4961
0.023815
4,047.96
0
471
2.11
4.54
3
77.79
68.74
164.1369
0.043643
2,138.34
0
777
2.43
2.66
1.27
81.97
81.58
199.1871
0.015568
2,066.82
0
866
4.34
8.02
3.12
85.27
77.65
370.0718
0.04018
6,945.32
1
520
2.08
8.01
1.7
74.15
73.61
154.232
0.023095
4,165.2
0
583
2.14
6.52
4.8
76.6
81.58
163.924
0.058838
3,801.16
0