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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
712
2.4
6.29
3.24
76.68
85.55
184.032
0.037873
4,478.48
1
455
5.37
3.1
1.31
74.45
83.3
399.7965
0.015726
1,410.5
1
561
4.81
5.57
2.42
74.95
75.47
360.5095
0.032066
3,124.77
1
720
3.28
4.68
0.93
75.72
75.29
248.3616
0.012352
3,369.6
1
1,017
3.4
8.49
1.65
74.55
85.9
253.47
0.019208
8,634.33
1
1,133
5.37
4.89
1.81
77.96
81.03
418.6452
0.022337
5,540.37
0
459
4.38
4.43
1.55
75.19
66.38
329.3322
0.02335
2,033.37
1
784
4.65
3.76
3.06
78.74
76.85
366.141
0.039818
2,947.84
1
889
3.1
12.38
2.82
79.79
77.23
247.349
0.036514
11,005.82
1
568
2.49
5.68
1.7
77.21
73.52
192.2529
0.023123
3,226.24
0
683
4.49
5.89
3.03
79.18
81.72
355.5182
0.037078
4,022.87
1
804
2.21
8
2.07
76.19
84.42
168.3799
0.02452
6,432
0
748
2.22
2.63
3.25
76.67
74.85
170.2074
0.04342
1,967.24
1
1,224
3
7.3
1.46
81.15
71.35
243.45
0.020463
8,935.2
0
393
4.93
6.98
2.22
77.61
90.35
382.6173
0.024571
2,743.14
1
883
2.94
8.17
2.14
81.36
71.53
239.1984
0.029918
7,214.11
1
502
4.35
5.08
5.87
74.73
75.91
325.0755
0.077328
2,550.16
1
1,125
5.07
6.53
2.82
76.92
81.8
389.9844
0.034474
7,346.25
1
559
3.06
6.22
3.13
75.05
73.45
229.653
0.042614
3,476.98
1
559
2.26
6.65
2.28
75.16
79
169.8616
0.028861
3,717.35
1
861
3.15
12.34
4.28
74.98
82.56
236.187
0.051841
10,624.74
1
1,160
2.5
4.64
1.86
74.03
68.69
185.075
0.027078
5,382.4
1
773
2.95
4.46
2.72
78.04
70.66
230.218
0.038494
3,447.58
1
452
4
5.25
1.2
76.88
74.78
307.52
0.016047
2,373
0
814
2.55
6.65
1.6
78.21
89.21
199.4355
0.017935
5,413.1
0
658
3.26
7.6
2.5
74.91
72.02
244.2066
0.034713
5,000.8
1
819
2.18
8.08
1.81
78.19
80.61
170.4542
0.022454
6,617.52
0
772
2.21
4.45
2.53
77.49
80.21
171.2529
0.031542
3,435.4
0
583
2.51
3.45
4.14
77.8
82.97
195.278
0.049898
2,011.35
1
703
5.21
3.53
3.36
76.01
89.31
396.0121
0.037622
2,481.59
1
993
2.03
5.04
3.31
74.13
81.51
150.4839
0.040609
5,004.72
1
824
2.74
2.76
2.49
77.14
77.73
211.3636
0.032034
2,274.24
0
656
2.63
5.65
2.53
76.19
73.26
200.3797
0.034535
3,706.4
1
556
4.22
2.67
1.06
75.54
73.5
318.7788
0.014422
1,484.52
1
782
2.8
8.72
2.94
76.95
73.23
215.46
0.040147
6,819.04
1
918
4.5
5.93
2.22
78.98
73.99
355.41
0.030004
5,443.74
0
842
3.02
8.07
2.5
77.53
75.15
234.1406
0.033267
6,794.94
1
896
4.54
4.03
4.31
82.65
84.63
375.231
0.050928
3,610.88
0
682
3.81
4.13
1.51
77.44
84.56
295.0464
0.017857
2,816.66
0
526
2.62
6.08
3.07
77.82
84.83
203.8884
0.03619
3,198.08
0
758
2.65
6.84
2.94
75.21
85.01
199.3065
0.034584
5,184.72
1
1,245
2.64
5.18
1.45
84.23
79.48
222.3672
0.018244
6,449.1
0
938
1.76
11.68
3.38
77.03
71.29
135.5728
0.047412
10,955.84
0
441
1.76
8.84
3.71
77.79
85.73
136.9104
0.043275
3,898.44
1
789
2.66
6.62
2.57
77.23
84.91
205.4318
0.030267
5,223.18
0
474
2.57
9.05
1.65
76.56
74.51
196.7592
0.022145
4,289.7
1
1,318
4.2
2.46
1.78
78.47
91.69
329.574
0.019413
3,242.28
1
1,498
2.04
8.29
2.57
75.27
68.4
153.5508
0.037573
12,418.42
0
581
2.34
5.71
2.56
84.44
79.88
197.5896
0.032048
3,317.51
0
802
1.79
5.18
2.92
76.75
74.32
137.3825
0.03929
4,154.36
1
510
3.14
9.16
1.32
75.91
76.91
238.3574
0.017163
4,671.6
1
794
3.42
5.68
3.24
77.51
83.85
265.0842
0.03864
4,509.92
1
685
4.71
6.08
3.05
74.11
73.45
349.0581
0.041525
4,164.8
0
569
4.33
11.86
2.82
75.42
77.28
326.5686
0.036491
6,748.34
1
623
2.91
6.15
1.44
80.89
75.03
235.3899
0.019192
3,831.45
1
635
2.96
2.3
1.68
84.36
83.25
249.7056
0.02018
1,460.5
1
722
3.48
5.35
2.41
76.18
76.9
265.1064
0.031339
3,862.7
1
431
5.3
5.92
1.7
72.6
67.32
384.78
0.025253
2,551.52
1
961
4.1
10.53
1.31
78.75
78.78
322.875
0.016629
10,119.33
0
860
3.72
6.74
4.06
74.15
70.24
275.838
0.057802
5,796.4
1
472
2.4
9.07
2.67
76.96
70.96
184.704
0.037627
4,281.04
1
829
4.27
3.57
1.34
75.24
71.45
321.2748
0.018754
2,959.53
0
756
2.92
10.59
1.51
74.82
81.99
218.4744
0.018417
8,006.04
1
815
3.49
15.83
3.59
77.15
70.67
269.2535
0.050799
12,901.45
0
905
2.38
7.54
1.04
76.37
75.95
181.7606
0.013693
6,823.7
1
1,358
3.06
6.34
1.7
77.86
92.85
238.2516
0.018309
8,609.72
1
966
3.2
7.45
2.63
76.83
84.34
245.856
0.031183
7,196.7
0
799
4.49
3.43
2.77
83.78
85.75
376.1722
0.032303
2,740.57
0
838
1.88
5.81
1.95
76.63
82.39
144.0644
0.023668
4,868.78
1
578
3.94
6.08
2.17
74.69
85.14
294.2786
0.025487
3,514.24
0
538
2.39
7.7
2.04
75.66
76.59
180.8274
0.026635
4,142.6
1
844
4.2
5.98
0.81
78.07
92.22
327.894
0.008783
5,047.12
1
599
2.48
6.3
3.18
81.67
81.32
202.5416
0.039105
3,773.7
1
799
2.07
5.87
1.55
76.32
82.67
157.9824
0.018749
4,690.13
1
1,305
3.86
8.38
2.4
84.3
79.54
325.398
0.030173
10,935.9
1
682
3.31
6.46
1.2
77.52
74.63
256.5912
0.016079
4,405.72
1
853
4.58
4.03
1.32
75.01
75.73
343.5458
0.01743
3,437.59
1
727
3.47
8.37
4.16
77.37
87.41
268.4739
0.047592
6,084.99
1
453
3.52
7.1
3.25
73.64
71.94
259.2128
0.045177
3,216.3
1
635
3.24
3.91
1.93
75.77
77.7
245.4948
0.024839
2,482.85
1
1,230
3.88
5.81
1.18
74.96
74.07
290.8448
0.015931
7,146.3
1
623
3.59
4.42
1.57
75.87
85.18
272.3733
0.018432
2,753.66
1
1,095
3.82
4.1
3.76
75.75
87.06
289.365
0.043189
4,489.5
0
877
3.63
7.09
2.56
77.52
77.08
281.3976
0.033212
6,217.93
1
512
4.18
4.53
2.32
76.36
79.63
319.1848
0.029135
2,319.36
1
739
2.46
8.19
2.75
74.7
87.95
183.762
0.031268
6,052.41
0
402
4.4
5.75
2.18
75.07
78.12
330.308
0.027906
2,311.5
1
854
4.61
6.83
1.11
77.01
71.27
355.0161
0.015575
5,832.82
0
908
4.65
7.97
2.7
84.39
79
392.4135
0.034177
7,236.76
1
553
2.44
10.11
1.54
80.35
70.25
196.054
0.021922
5,590.83
1
1,150
4.12
9.7
2.68
78.23
84.05
322.3076
0.031886
11,155
0
723
2.96
4.69
3.42
77.55
74.41
229.548
0.045962
3,390.87
0
594
4.29
5.96
2.82
75.49
78.57
323.8521
0.035892
3,540.24
0
695
3.35
6.13
3.02
80.6
88.13
270.01
0.034268
4,260.35
0
404
2.44
9.9
1.54
78.14
76.97
190.6616
0.020008
3,999.6
1
781
2.26
8.05
1.71
83.88
66.53
189.5688
0.025703
6,287.05
1
885
3.78
6.78
3.2
76.97
88.78
290.9466
0.036044
6,000.3
1
953
4.85
5.46
2.4
77.6
89.79
376.36
0.026729
5,203.38
1
1,151
3.86
4.76
1.95
74.93
68.45
289.2298
0.028488
5,478.76
0
811
4.16
5.63
2.18
75.22
66.35
312.9152
0.032856
4,565.93
0