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
1,329
2.07
7.51
0.5
78.2
84.82
161.874
0.005895
9,980.79
1
1,011
5.19
4.39
2.1
77.54
81.48
402.4326
0.025773
4,438.29
0
1,077
3.14
5.88
2.94
76.8
81.25
241.152
0.036185
6,332.76
1
580
4.18
11.5
2.53
79.01
71.23
330.2618
0.035519
6,670
1
990
2.71
7.84
1.86
85.88
73.45
232.7348
0.025323
7,761.6
0
661
2
4.58
1.33
76.02
78.27
152.04
0.016992
3,027.38
1
437
2.69
11.04
1.33
76.75
77.07
206.4575
0.017257
4,824.48
1
575
3.02
8.8
4.58
79.61
70.18
240.4222
0.065261
5,060
1
876
4.75
3.13
0.35
77.31
72.67
367.2225
0.004816
2,741.88
0
920
4.23
6.6
3.03
75.47
72.08
319.2381
0.042037
6,072
1
1,128
4.15
7.75
2.93
75.36
66.45
312.744
0.044093
8,742
0
869
2.67
5.04
1.61
76.19
80
203.4273
0.020125
4,379.76
1
733
3.18
4.74
4.34
75.02
80.96
238.5636
0.053607
3,474.42
1
976
3.4
5.73
3.25
78.17
70.38
265.778
0.046178
5,592.48
1
1,246
3.17
10.77
1.11
83.87
76.06
265.8679
0.014594
13,419.42
0
999
4.88
6.53
2.46
73.9
74.03
360.632
0.03323
6,523.47
1
961
3.78
7.17
1.38
78.69
78.74
297.4482
0.017526
6,890.37
0
739
4.11
11.4
2.8
75.75
64.85
311.3325
0.043177
8,424.6
1
1,077
2.58
4.63
2.95
81.29
71.64
209.7282
0.041178
4,986.51
0
793
2.8
8.29
2.03
75.31
73.83
210.868
0.027496
6,573.97
1
807
3.12
4.96
1.19
77.58
83.84
242.0496
0.014194
4,002.72
0
1,163
3.56
4.43
1.3
76.03
82.96
270.6668
0.01567
5,152.09
0
555
3.29
6.81
3.09
77.79
70.48
255.9291
0.043842
3,779.55
1
474
4.99
5.11
1.66
81.95
80.25
408.9305
0.020685
2,422.14
1
891
3.04
8.83
2.52
75.95
91.25
230.888
0.027616
7,867.53
1
590
4.75
8.79
3.25
76.57
68.89
363.7075
0.047177
5,186.1
1
698
2.57
3.42
3.21
74.8
81.31
192.236
0.039479
2,387.16
1
417
2.47
9.02
2.91
75.01
68.95
185.2747
0.042204
3,761.34
1
515
4.13
6.83
2.52
74.4
70.52
307.272
0.035735
3,517.45
1
905
3.34
6.16
2.53
77.5
86.06
258.85
0.029398
5,574.8
0
550
5.11
5.93
2
77.01
73.55
393.5211
0.027192
3,261.5
1
742
2.18
5.66
0.96
83.64
72.81
182.3352
0.013185
4,199.72
1
1,229
1.76
5.27
2.94
76.74
77.83
135.0624
0.037775
6,476.83
0
527
3.91
6.58
2.39
74.85
73.64
292.6635
0.032455
3,467.66
1
568
1.7
5.11
1.11
77.05
66.19
130.985
0.01677
2,902.48
1
1,071
3.9
15.79
1.55
75.57
74.4
294.723
0.020833
16,911.09
0
650
4.47
3.85
3.13
77.18
82.88
344.9946
0.037765
2,502.5
1
444
2.19
5.05
4.94
76.72
74.01
168.0168
0.066748
2,242.2
1
819
2.24
5.32
1.66
77.82
85.19
174.3168
0.019486
4,357.08
1
848
3.65
5.53
2.36
78.65
90.88
287.0725
0.025968
4,689.44
0
1,084
4.16
7.53
2.17
85.62
85.18
356.1792
0.025475
8,162.52
0
552
4.56
4.86
1.56
77.38
83.66
352.8528
0.018647
2,682.72
1
1,011
3.97
5.71
0.94
75.91
87.47
301.3627
0.010747
5,772.81
1
662
3.99
4.56
1.58
73.83
82.97
294.5817
0.019043
3,018.72
1
647
3.4
6.05
1.21
80.97
69.28
275.298
0.017465
3,914.35
1
670
1.98
5.95
3.28
75.63
76.21
149.7474
0.043039
3,986.5
1
446
4.91
3.36
1.15
76.05
85.61
373.4055
0.013433
1,498.56
0
520
2.02
7.37
2.28
75.7
73.31
152.914
0.031101
3,832.4
1
857
4.07
3.78
1.07
75.77
78.07
308.3839
0.013706
3,239.46
1
894
3.48
15.33
2.07
76.57
86.27
266.4636
0.023994
13,705.02
1
904
3.83
5.03
1.2
86.85
78.74
332.6355
0.01524
4,547.12
1
1,011
2.81
6.35
1.78
76.54
81.07
215.0774
0.021956
6,419.85
0
1,127
2.75
4.27
1.48
76.62
76.56
210.705
0.019331
4,812.29
0
693
4.57
5.74
2.46
76.16
82.87
348.0512
0.029685
3,977.82
1
928
2.72
6.81
1.44
82.43
84.8
224.2096
0.016981
6,319.68
0
643
3.27
7.63
2.41
80.73
81.94
263.9871
0.029412
4,906.09
1
1,227
2.59
7.98
2.38
76.63
73.82
198.4717
0.032241
9,791.46
0
404
4.47
10.3
5.36
86.22
84.49
385.4034
0.063439
4,161.2
1
1,073
4.29
5.68
1.43
86.07
79.58
369.2403
0.017969
6,094.64
0
585
2.35
3.82
2.19
76.64
79.51
180.104
0.027544
2,234.7
1
877
2.12
2.59
1.96
78.59
84.58
166.6108
0.023173
2,271.43
0
460
5.27
9.81
3.01
74.43
75.55
392.2461
0.039841
4,512.6
1
534
3.05
5.98
1.31
75.84
76.69
231.312
0.017082
3,193.32
1
1,384
2.18
3.7
2.21
75.78
89.07
165.2004
0.024812
5,120.8
1
897
3.55
8.12
2.81
77.17
78.31
273.9535
0.035883
7,283.64
1
708
2.57
13.73
3.89
74.22
80.73
190.7454
0.048185
9,720.84
1
853
4.14
4.31
1.6
84.21
76.92
348.6294
0.020801
3,676.43
0
562
3.88
4.85
0.07
76.28
81.17
295.9664
0.000862
2,725.7
0
465
3.55
4.56
1.75
86.43
78.46
306.8265
0.022304
2,120.4
0
1,256
4.26
6.33
2.65
76.03
90.75
323.8878
0.029201
7,950.48
1
780
2.87
4.77
1.41
75.48
77.66
216.6276
0.018156
3,720.6
0
554
3.16
7.49
3.53
77.46
65.24
244.7736
0.054108
4,149.46
0
853
2.73
5.65
1.66
76.46
81.84
208.7358
0.020283
4,819.45
0
1,411
2.5
4.73
1.78
77.2
73.55
193
0.024201
6,674.03
0
782
2.87
5.41
2
78.18
74.97
224.3766
0.026677
4,230.62
1
792
4.88
3.92
2.94
77.27
85.57
377.0776
0.034358
3,104.64
0
890
6.64
7.94
2.01
76.75
68.9
509.62
0.029173
7,066.6
1
585
2.45
5.08
2.57
75.34
80.9
184.583
0.031768
2,971.8
0
942
5.29
12.54
1.15
75.49
72.76
399.3421
0.015805
11,812.68
1
692
2.89
14.22
1.8
76.72
79.73
221.7208
0.022576
9,840.24
1
654
1.86
6.39
1.12
74.42
71.15
138.4212
0.015741
4,179.06
1
891
4.53
3.57
1.95
82.84
72.02
375.2652
0.027076
3,180.87
1
819
2.75
3.16
2.54
77.93
74.14
214.3075
0.03426
2,588.04
1
1,727
3.13
10.07
1.2
77.42
78.13
242.3246
0.015359
17,390.89
1
926
4.62
5.74
2.65
76.85
82.13
355.047
0.032266
5,315.24
1
527
2.82
5.59
0.75
77.16
88.19
217.5912
0.008504
2,945.93
0
509
2.77
5.14
2
76.12
68.99
210.8524
0.02899
2,616.26
1
1,099
2.83
3.34
2.93
76.75
71.09
217.2025
0.041215
3,670.66
0
699
2.34
7.98
1.64
82.04
91.48
191.9736
0.017927
5,578.02
1
1,043
3.97
8.25
3.28
76.72
71.41
304.5784
0.045932
8,604.75
0
723
4.83
6.68
1.75
75.44
72.63
364.3752
0.024095
4,829.64
0
534
2.74
8.27
2.48
73.74
71.64
202.0476
0.034618
4,416.18
1
1,015
3.75
11.14
2.81
85.2
85.08
319.5
0.033028
11,307.1
0
484
2.71
5.14
1.74
76.47
81.25
207.2337
0.021415
2,487.76
1
438
2.87
6.38
2.2
83.57
67.53
239.8459
0.032578
2,794.44
1
873
1.79
5.72
1.14
77.81
69.77
139.2799
0.016339
4,993.56
1
1,281
4.09
4.66
1.61
77.39
80.09
316.5251
0.020102
5,969.46
0
740
2.3
5.53
2.77
77.13
83.09
177.399
0.033337
4,092.2
1
927
2.6
7.35
2.9
75.34
86.74
195.884
0.033433
6,813.45
0
788
2.06
5.22
3.37
77.05
77.39
158.723
0.043546
4,113.36
0