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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
747
5.27
11.02
3.35
78.11
72.87
411.6397
0.045972
8,231.94
0
630
3.85
5.76
1.27
77.16
81.11
297.066
0.015658
3,628.8
0
1,259
3.54
4.69
5.66
77.17
83.56
273.1818
0.067736
5,904.71
0
600
4.98
5.48
1.97
78.48
71.35
390.8304
0.02761
3,288
0
494
2.56
10.02
2.2
76.74
73.39
196.4544
0.029977
4,949.88
1
741
2.94
3.35
1.78
76.48
78.16
224.8512
0.022774
2,482.35
1
534
0.43
6.8
1.43
76.14
85.44
32.7402
0.016737
3,631.2
0
659
2.62
3.48
1.22
79.49
77.55
208.2638
0.015732
2,293.32
1
1,327
5.09
5.78
2.29
87.54
72.36
445.5786
0.031647
7,670.06
0
499
2.88
6.43
2.1
76.81
77.44
221.2128
0.027118
3,208.57
0
552
2.92
6.31
3.44
75.18
82.03
219.5256
0.041936
3,483.12
1
707
2.71
5.59
2.08
77.5
63.77
210.025
0.032617
3,952.13
1
984
3.21
4.71
2.32
82.83
82.04
265.8843
0.028279
4,634.64
0
992
3.29
7.99
2.66
75.06
67.53
246.9474
0.03939
7,926.08
1
524
3.7
10.93
2.55
74.53
69.17
275.761
0.036866
5,727.32
1
798
1.98
8.26
1.2
76.77
76.08
152.0046
0.015773
6,591.48
0
866
2.94
8.19
5.98
83.21
91.79
244.6374
0.065149
7,092.54
0
982
5.26
8.32
4.28
76.68
75.51
403.3368
0.056681
8,170.24
1
551
3.27
5.56
2.28
73.63
70.71
240.7701
0.032244
3,063.56
1
392
0
5.39
1.51
73.66
81.27
0
0.01858
2,112.88
1
512
2.57
11.51
5.95
75.22
84.69
193.3154
0.070256
5,893.12
1
929
2.84
4.42
1.68
75.86
75.67
215.4424
0.022202
4,106.18
1
870
3.6
8.15
2.96
77.52
83.25
279.072
0.035556
7,090.5
1
842
2.45
9.53
2.39
78.23
85.85
191.6635
0.027839
8,024.26
1
642
3.07
3.39
2.43
75.52
77.38
231.8464
0.031403
2,176.38
0
515
2.83
6.58
2.43
75.02
76.84
212.3066
0.031624
3,388.7
1
599
4.18
6.17
1.7
78.42
77.69
327.7956
0.021882
3,695.83
0
595
4.83
5.91
3.07
76.63
84.57
370.1229
0.036301
3,516.45
1
634
3.29
12.54
1.47
84.88
75.48
279.2552
0.019475
7,950.36
1
705
2.41
6.02
1.86
76.72
86.58
184.8952
0.021483
4,244.1
1
925
4.99
4.16
1.16
77.88
74.69
388.6212
0.015531
3,848
1
632
2.64
6.13
2.85
87.14
82.32
230.0496
0.034621
3,874.16
0
789
3.2
8.67
3.29
76.36
87.84
244.352
0.037454
6,840.63
0
542
2.24
5.89
2.21
76.05
79.24
170.352
0.02789
3,192.38
1
565
3.08
16.17
1.51
78.58
77.87
242.0264
0.019391
9,136.05
1
1,077
3.13
11.05
5.04
75.56
77.7
236.5028
0.064865
11,900.85
1
1,137
5.79
14.42
2.57
77.89
74.23
450.9831
0.034622
16,395.54
1
1,418
2.41
3.96
1.37
77.09
72.91
185.7869
0.01879
5,615.28
0
746
1.87
4.28
1.36
75.61
70.96
141.3907
0.019166
3,192.88
1
1,568
4.01
5.75
2.65
76.02
81.9
304.8402
0.032357
9,016
1
642
3.23
7.4
2.71
77.43
86.63
250.0989
0.031282
4,750.8
0
837
4.54
4.26
1.9
74.18
87.57
336.7772
0.021697
3,565.62
0
805
3.81
8.23
1.97
76.88
86.31
292.9128
0.022825
6,625.15
0
449
3.51
6.79
1.78
78.38
80.92
275.1138
0.021997
3,048.71
1
1,004
3.4
12.69
1.67
80.06
88
272.204
0.018977
12,740.76
1
669
3.81
6.62
3.17
77.11
82.18
293.7891
0.038574
4,428.78
0
429
3.16
6.39
5.88
83.17
69.02
262.8172
0.085193
2,741.31
1
588
2.6
4.59
3.55
73.83
78.91
191.958
0.044988
2,698.92
1
780
4.24
6.16
3.09
76.44
75.87
324.1056
0.040728
4,804.8
1
1,320
2.79
11.22
1.34
77.31
72.28
215.6949
0.018539
14,810.4
1
815
3.07
7.35
2.03
76.87
66.46
235.9909
0.030545
5,990.25
1
549
0.44
6.91
2.9
72.89
92.37
32.0716
0.031395
3,793.59
1
803
3.05
7.64
1.33
76.6
72.64
233.63
0.018309
6,134.92
1
1,488
4.95
7.26
5.7
74.31
74.01
367.8345
0.077017
10,802.88
1
680
4.83
0.65
1.45
76.09
83.53
367.5147
0.017359
442
0
612
3.33
8.37
2.84
75.58
67.57
251.6814
0.04203
5,122.44
1
659
4.74
13.29
2.56
76.98
80.53
364.8852
0.031789
8,758.11
1
593
2.8
5.76
1.73
76.64
83.51
214.592
0.020716
3,415.68
1
589
2.74
12.38
1.61
74.29
64.53
203.5546
0.02495
7,291.82
0
741
4.38
7.93
3.46
74.88
73.19
327.9744
0.047274
5,876.13
1
653
2.54
4.45
3.34
76.98
80.41
195.5292
0.041537
2,905.85
1
925
1.77
6.03
2.48
77.57
89.22
137.2989
0.027796
5,577.75
0
746
4.57
3.17
2.72
76.02
87.73
347.4114
0.031004
2,364.82
0
860
3.75
7.7
1.97
89.29
89.1
334.8375
0.02211
6,622
1
503
2.03
5.41
1.12
76.49
69.21
155.2747
0.016183
2,721.23
0
521
2.89
6.87
1.76
74.98
82.83
216.6922
0.021248
3,579.27
1
733
3.22
4.94
1.84
77.12
70.78
248.3264
0.025996
3,621.02
1
1,342
2.42
5.19
3.22
74.36
75.66
179.9512
0.042559
6,964.98
0
817
0.33
5.22
2.9
76.32
78.76
25.1856
0.036821
4,264.74
1
716
2.32
5.3
2.95
77.45
72.01
179.684
0.040967
3,794.8
1
491
4.37
6.03
1.74
86.04
71.85
375.9948
0.024217
2,960.73
0
561
3.87
5.62
1.64
76.86
76.22
297.4482
0.021517
3,152.82
1
569
2.4
1.94
4.97
77.05
76.86
184.92
0.064663
1,103.86
1
686
3.88
7.68
2.2
75.16
68.3
291.6208
0.032211
5,268.48
1
590
2.73
8.26
1.69
74.07
78.81
202.2111
0.021444
4,873.4
1
1,204
4.95
5.33
3.72
75.86
81.87
375.507
0.045438
6,417.32
1
858
3.36
6.63
1.22
77.03
84.15
258.8208
0.014498
5,688.54
1
488
3.99
6.96
4.23
77.29
72.64
308.3871
0.058232
3,396.48
1
1,192
5.38
4.03
1.42
78.44
84.75
422.0072
0.016755
4,803.76
1
444
3.92
4.67
4.39
81.46
75.95
319.3232
0.057801
2,073.48
0
921
4.93
10.75
3.66
76.77
83.56
378.4761
0.043801
9,900.75
1
625
3.48
10.76
1.93
77.43
81.31
269.4564
0.023736
6,725
0
377
1.87
5.15
1.71
77.87
77.53
145.6169
0.022056
1,941.55
1
769
3.54
10.66
3
78.01
83.02
276.1554
0.036136
8,197.54
0
471
5.01
5.21
5.4
77.37
71.5
387.6237
0.075524
2,453.91
1
1,211
4.68
5.88
2.97
74.84
79.78
350.2512
0.037227
7,120.68
0
844
2.11
8.12
1.31
78.22
85.75
165.0442
0.015277
6,853.28
1
609
1.82
14.61
3.15
74.84
77.91
136.2088
0.040431
8,897.49
1
851
2.45
5.03
2.81
77.09
70.87
188.8705
0.03965
4,280.53
1
612
2.5
7.1
3.36
75.12
71.85
187.8
0.046764
4,345.2
1
1,271
0.49
4.34
1.13
76.88
68.97
37.6712
0.016384
5,516.14
0
635
2.94
4.86
2.59
82.5
78.94
242.55
0.03281
3,086.1
1
739
2.33
7.28
1.4
81.65
75.76
190.2445
0.018479
5,379.92
0
579
2.55
5.47
2.84
85.06
68.53
216.903
0.041442
3,167.13
1
635
5.63
7.07
1.57
76.08
74.84
428.3304
0.020978
4,489.45
1
930
2.26
1.8
1.28
77.59
84.76
175.3534
0.015101
1,674
0
760
3.99
4.66
2.96
83.2
74.54
331.968
0.03971
3,541.6
1
529
2.48
6.98
5.51
80.45
81.25
199.516
0.067815
3,692.42
1
1,035
2.9
5.53
2.15
75.83
75.08
219.907
0.028636
5,723.55
1
830
3.11
8.38
1.88
75.85
84.37
235.8935
0.022283
6,955.4
1