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
1,096
2.66
4.65
4.55
75.92
80.45
201.9472
0.056557
5,096.4
1
634
3.09
1.36
1.89
77.97
74.96
240.9273
0.025213
862.24
1
519
1.89
4.11
3.19
82.66
76.86
156.2274
0.041504
2,133.09
1
650
2.04
7.69
2.02
84.81
77.51
173.0124
0.026061
4,998.5
1
697
3.87
1.69
1.47
78.23
79.87
302.7501
0.018405
1,177.93
0
466
3.09
3.83
1.26
77.13
82.52
238.3317
0.015269
1,784.78
1
480
5.01
7.79
1.14
77.4
69.77
387.774
0.016339
3,739.2
1
560
3.92
6.49
3.56
86.65
89.58
339.668
0.039741
3,634.4
1
534
2.59
6.99
1.32
77.6
71.86
200.984
0.018369
3,732.66
1
750
2.68
7.57
3.5
75.44
77.23
202.1792
0.045319
5,677.5
1
1,046
3.53
5.98
2.38
76.93
68.22
271.5629
0.034887
6,255.08
1
918
5.97
13.74
1.95
76.86
78.06
458.8542
0.024981
12,613.32
1
940
1.94
5.61
5.55
83.76
80.16
162.4944
0.069237
5,273.4
0
665
4.33
5.81
4.76
77.03
76.31
333.5399
0.062377
3,863.65
1
1,123
2.58
7.78
2.12
77.95
81.76
201.111
0.02593
8,736.94
0
645
3.9
9.63
1.93
77.68
75.24
302.952
0.025651
6,211.35
1
1,033
2.31
11.6
2.49
76.94
70.76
177.7314
0.035189
11,982.8
1
1,106
1.99
7.14
1.36
77.68
78.2
154.5832
0.017391
7,896.84
0
1,127
3.97
5.67
1.08
76.57
75.45
303.9829
0.014314
6,390.09
0
694
3.07
6.21
2.06
77.6
78.52
238.232
0.026235
4,309.74
1
1,552
1.95
5.01
3.14
75.36
81.37
146.952
0.038589
7,775.52
0
430
3.22
10.52
1.61
76.79
63.8
247.2638
0.025235
4,523.6
1
907
2.21
4.2
1.94
87.45
85.97
193.2645
0.022566
3,809.4
1
625
2.47
7.75
2
80.62
73.36
199.1314
0.027263
4,843.75
1
1,158
4.1
6.87
2.11
76.1
87.88
312.01
0.02401
7,955.46
1
772
4.25
6.21
1.38
75.14
85.95
319.345
0.016056
4,794.12
0
454
2.33
10.4
1.6
75.13
67.31
175.0529
0.023771
4,721.6
1
545
2.06
5.19
1.36
75.49
71.31
155.5094
0.019072
2,828.55
1
673
3.73
4.04
1.3
75.43
75.17
281.3539
0.017294
2,718.92
0
1,331
2.31
6.93
1.47
77.09
83.26
178.0779
0.017656
9,223.83
0
485
2.28
7.98
2.44
76.03
86.7
173.3484
0.028143
3,870.3
0
1,059
3.57
5.79
1.61
75.97
86.03
271.2129
0.018714
6,131.61
0
1,170
4.53
6.53
2.42
77.24
75.3
349.8972
0.032138
7,640.1
1
868
3.62
1.43
2.15
86.57
87.11
313.3834
0.024681
1,241.24
0
679
3.67
4.04
1.22
76.28
73.36
279.9476
0.01663
2,743.16
0
478
3.45
11.97
1.84
78.2
76.93
269.79
0.023918
5,721.66
1
1,185
3.1
3.6
2.29
76.42
78.39
236.902
0.029213
4,266
0
1,112
2.58
3.57
1.19
75.46
74.78
194.6868
0.015913
3,969.84
0
1,045
2.42
5.79
2.86
77.29
75.9
187.0418
0.037681
6,050.55
0
585
4.36
4.11
3.03
75.27
77.52
328.1772
0.039087
2,404.35
1
1,052
2.23
11.7
1.39
74.65
76.03
166.4695
0.018282
12,308.4
0
673
3.89
11.94
1.84
74.03
76.05
287.9767
0.024195
8,035.62
1
774
4.85
8.88
1.61
76.99
77.06
373.4015
0.020893
6,873.12
1
401
1.65
6.85
3.4
75.74
89.4
124.971
0.038031
2,746.85
1
680
3.76
2.89
1.69
80.77
69.54
303.6952
0.024303
1,965.2
1
1,244
4.24
15.71
3.18
78.8
75.1
334.112
0.042344
19,543.24
0
594
4.73
2.44
1.34
75.56
74.19
357.3988
0.018062
1,449.36
1
726
5.08
6.72
2.78
76.16
74.19
386.8928
0.037471
4,878.72
1
1,358
3.55
13.22
2.71
81.55
90.5
289.5025
0.029945
17,952.76
1
598
2.87
4.7
2.77
76.6
76.11
219.842
0.036395
2,810.6
1
1,276
5.48
5.35
2.47
76.53
77.49
419.3844
0.031875
6,826.6
1
667
3.18
8.72
2.05
80.42
79.19
255.7356
0.025887
5,816.24
0
418
2.03
5.55
2.04
74.88
85.35
152.0064
0.023902
2,319.9
0
513
2.34
6.25
0.92
79.84
71.69
186.8256
0.012833
3,206.25
1
728
4.23
13.04
1.24
78.51
78.55
332.0973
0.015786
9,493.12
1
645
3.64
4.31
2.23
75.11
81.98
273.4004
0.027202
2,779.95
1
1,155
2.13
9.5
2.09
77.15
68.67
164.3295
0.030435
10,972.5
0
501
2.88
6.56
2.27
77.08
83.31
221.9904
0.027248
3,286.56
1
856
4.99
5.94
3.85
85.18
80.53
425.0482
0.047808
5,084.64
0
1,148
3.85
5.87
0.86
77.21
79.6
297.2585
0.010804
6,738.76
1
602
4.08
4.19
2.03
75.32
72.77
307.3056
0.027896
2,522.38
0
558
4.19
8.36
2.29
75.24
82.11
315.2556
0.027889
4,664.88
0
1,509
2.52
7.68
2.11
73.92
76.31
186.2784
0.02765
11,589.12
0
626
2.57
10.67
2.31
78.05
76.39
200.5885
0.03024
6,679.42
1
1,666
5.61
9.34
1.14
76.59
73.49
429.6699
0.015512
15,560.44
1
658
3.72
2.85
5.62
76.22
71.13
283.5384
0.07901
1,875.3
0
797
2.09
3.04
2.13
77.98
80.88
162.9782
0.026335
2,422.88
0
785
4.63
5.94
2.79
76.66
82.32
354.9358
0.033892
4,662.9
0
1,146
2.19
1.6
2.08
77.8
88.23
170.382
0.023575
1,833.6
1
736
2.52
4.28
1.55
77.37
77.5
194.9724
0.02
3,150.08
1
1,072
2.17
6.84
2.48
75.73
75.51
164.3341
0.032843
7,332.48
0
881
4.59
4.55
1.84
75.95
75.29
348.6105
0.024439
4,008.55
1
876
2.65
7.8
1.46
75.97
80.55
201.3205
0.018125
6,832.8
1
491
3.23
4.91
1.23
77.97
78.8
251.8431
0.015609
2,410.81
0
1,008
3.7
5.03
1.07
77.55
71.29
286.935
0.015009
5,070.24
0
609
3.03
6.84
1.07
73.71
83.19
223.3413
0.012862
4,165.56
1
854
3.11
5.41
0.82
77.29
80.33
240.3719
0.010208
4,620.14
0
992
3.2
5.91
2.48
83.2
70.5
266.24
0.035177
5,862.72
1
508
3.36
5.73
2.56
78.53
81.75
263.8608
0.031315
2,910.84
1
976
4.62
7.89
3.38
75.14
89.74
347.1468
0.037664
7,700.64
1
509
5.18
7.33
6.71
76.87
72.6
398.1866
0.092424
3,730.97
1
228
1.96
5.51
1.92
75.75
67.99
148.47
0.028239
1,256.28
1
528
4.7
7.17
1.86
76.81
71.65
361.007
0.02596
3,785.76
1
1,321
3.43
8.13
1.95
78.14
76.88
268.0202
0.025364
10,739.73
0
617
3.26
5.36
2.95
75.24
73.3
245.2824
0.040246
3,307.12
0
603
4.06
5.36
1.88
77.26
82
313.6756
0.022927
3,232.08
1
442
2.91
10.85
1.34
86.29
71.26
251.1039
0.018804
4,795.7
1
511
4.41
5.19
1.74
75.39
85.88
332.4699
0.020261
2,652.09
1
719
2.42
4.93
2.76
75.22
77.1
182.0324
0.035798
3,544.67
1
526
2.25
7.53
3.1
75.12
82.48
169.02
0.037585
3,960.78
1
566
3.93
5.35
2.74
73.26
78.94
287.9118
0.03471
3,028.1
0
616
2.93
7.4
3.8
76.49
71.73
224.1157
0.052976
4,558.4
1
1,381
4.14
5.38
2.28
85.2
71.91
352.728
0.031706
7,429.78
0
851
2.83
7.4
2.37
76.24
85.04
215.7592
0.027869
6,297.4
1
488
4.09
7.07
3.46
82.19
74.3
336.1571
0.046568
3,450.16
1
1,183
2.83
9.13
3.02
74.29
72.85
210.2407
0.041455
10,800.79
0
469
2.35
4.81
2.63
76.85
89.32
180.5975
0.029445
2,255.89
1
619
3.74
4.67
2.19
77.82
82.77
291.0468
0.026459
2,890.73
1
1,485
2.5
6.53
1.1
76.44
68.74
191.1
0.016002
9,697.05
1
550
3.64
7.1
2.62
86.44
73.35
314.6416
0.035719
3,905
0