Datasets:
nilanjanadevc
/
engine-predictive-maintenance-processed

Dataset card Data Studio Files
xet
 Community
1
Search is not available for this dataset
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
1,012
4.74
7.75
1.09
78.24
81
370.8576
0.013457
7,843
1
953
4.52
6.59
1.83
76.37
89.38
345.1924
0.020474
6,280.27
0
869
3.5
5.06
1.61
76.08
76.07
266.28
0.021165
4,397.14
1
792
0.06
4.66
3.26
78.15
80.48
4.689
0.040507
3,690.72
0
924
3.84
2.27
1.74
76.1
84.6
292.224
0.020567
2,097.48
0
900
2.29
5.17
0.94
75.77
83.92
173.5133
0.011201
4,653
0
726
4.75
10.86
1.84
76.58
82.2
363.755
0.022384
7,884.36
0
520
2.71
9.37
5.54
77.5
79.94
210.025
0.069302
4,872.4
1
711
5.64
6.33
2.64
77.13
75.24
435.0132
0.035088
4,500.63
1
608
3.83
11.48
2.07
73.3
79.5
280.739
0.026038
6,979.84
0
851
2.86
6.63
2.49
72.1
76.56
206.206
0.032524
5,642.13
1
423
2.16
4.68
2.53
76.6
77.4
165.456
0.032687
1,979.64
1
854
1.79
4.73
1.85
75.04
72.66
134.3216
0.025461
4,039.42
0
618
3.58
8.55
2.4
78.44
79.06
280.8152
0.030357
5,283.9
1
1,087
5.62
8.44
2.14
77.09
67.7
433.2458
0.03161
9,174.28
1
1,002
2.19
6.66
5.41
78.3
78.75
171.477
0.068698
6,673.32
0
891
3.8
4.24
1.67
76.58
85.49
291.004
0.019534
3,777.84
1
1,131
2.51
7.09
2.16
83.94
76.86
210.6894
0.028103
8,018.79
1
916
2.4
5.69
1.03
76.38
78.24
183.312
0.013165
5,212.04
1
695
2.88
3.8
1.14
75.84
82.13
218.4192
0.01388
2,641
1
1,057
2.02
7.34
3.38
81.06
70.69
163.7412
0.047814
7,758.38
0
411
4.72
4.93
2.08
76.13
78.57
359.3336
0.026473
2,026.23
1
844
2.14
5.54
2.64
74.12
77.37
158.6168
0.034122
4,675.76
1
1,223
4.8
7.02
3.16
75.88
91.11
364.224
0.034683
8,585.46
1
488
4.11
6.5
1.18
89.28
70.91
366.9408
0.016641
3,172
1
523
3.89
7.4
1.33
75.84
71.79
295.0176
0.018526
3,870.2
1
641
4.31
3.44
0.79
77.36
69.75
333.4216
0.011326
2,205.04
0
665
2.53
6.43
2.81
76.64
79.56
193.8992
0.035319
4,275.95
0
691
1.93
7.49
2.44
74.94
80.52
144.6342
0.030303
5,175.59
1
898
2.84
3.51
1.82
73.9
77.39
209.876
0.023517
3,151.98
1
795
4.63
4.48
1.9
76.89
83.25
356.0007
0.022823
3,561.6
1
1,180
2.66
6.63
1.49
78.13
84.47
207.8258
0.017639
7,823.4
1
637
4.19
6.92
2.61
75.41
78.38
315.9679
0.033299
4,408.04
1
579
2.62
5.15
1.06
76.66
83.23
200.8492
0.012736
2,981.85
1
816
2.83
4.07
1.95
76.52
80.94
216.5516
0.024092
3,321.12
0
823
2.31
5.79
1.31
84.16
76.79
194.4096
0.01706
4,765.17
1
769
3.48
7.09
2.93
75.51
71.4
262.7748
0.041036
5,452.21
1
1,458
3.36
9.51
1.12
76.82
68.92
258.1152
0.016251
13,865.58
0
629
3.45
10.11
3.07
76.33
69.95
263.3385
0.043888
6,359.19
1
471
3.67
5.58
2.63
75.78
72.45
278.1126
0.036301
2,628.18
1
469
2.27
4.81
2.21
78.08
70.34
177.2416
0.031419
2,255.89
0
967
3.77
10.16
3.45
77.93
74.43
293.7961
0.046352
9,824.72
0
902
4.2
14.53
2.17
76.17
78.12
319.914
0.027778
13,106.06
0
1,321
3.51
6.58
1.54
75.67
80.79
265.6017
0.019062
8,692.18
1
737
3.76
7.73
2.17
75.66
82.87
284.4816
0.026186
5,697.01
1
830
2.42
5.67
1.34
76.81
87.64
185.8802
0.01529
4,706.1
1
887
3.95
5.6
2.8
77.14
82.63
304.703
0.033886
4,967.2
1
1,137
2.72
9.03
1.44
79.43
70.46
216.0496
0.020437
10,267.11
1
1,051
3.93
7.38
2.73
76.61
71.05
301.0773
0.038424
7,756.38
1
635
4.94
5.52
0.99
76.02
73.76
375.5388
0.013422
3,505.2
1
617
3.48
2.44
2.86
77.66
73.62
270.2568
0.038848
1,505.48
1
628
4.33
7.42
1.66
75.89
84.51
328.6037
0.019643
4,659.76
1
1,104
2.68
5.91
2.78
77.95
82.66
208.906
0.033632
6,524.64
1
963
4.44
4.2
1.14
75
75.44
333
0.015111
4,044.6
1
854
4.16
1.94
0.99
83.48
86.59
347.2768
0.011433
1,656.76
1
883
4.12
5.67
4.28
75.46
86.04
310.8952
0.049744
5,006.61
1
824
2.95
5.08
1.71
75.33
82.07
222.2235
0.020836
4,185.92
1
747
3.92
3.87
1.45
76.05
65.82
298.116
0.02203
2,890.89
1
976
2.35
6.91
4.7
75.07
80.97
176.4145
0.058046
6,744.16
0
459
3.03
6.88
1.41
76.77
76.57
232.6131
0.018415
3,157.92
1
717
2.58
7.22
2.95
78.01
80.59
201.2658
0.036605
5,176.74
0
533
1.98
6.49
5.95
76.68
88.99
151.8264
0.066861
3,459.17
1
498
2.63
5.17
4.3
77.37
72.64
203.4831
0.059196
2,574.66
0
868
3.82
4.29
1.62
76.99
91.29
294.1018
0.017746
3,723.72
0
807
2.13
3.36
1.15
75.35
88.21
160.4955
0.013037
2,711.52
1
674
4.82
4.55
4.62
85.74
83.96
413.2668
0.055026
3,066.7
1
419
3.77
4.73
1.58
73.81
73.39
278.2637
0.021529
1,981.87
1
686
4.09
5.81
2.51
76.01
88.99
310.8809
0.028205
3,985.66
1
1,068
4.25
5.28
1.76
78.19
71.93
332.3075
0.024468
5,639.04
0
1,529
4.01
6.21
3.06
75.14
89.31
301.3114
0.034263
9,495.09
0
1,217
4.14
5.01
1.77
85.2
84.29
352.728
0.020999
6,097.17
1
785
2.98
5.88
1.32
74.54
75.57
222.1292
0.017467
4,615.8
1
817
3.34
8.37
1.7
85.39
86.13
285.2026
0.019738
6,838.29
0
530
4.6
7.37
3.3
76.47
72.06
351.762
0.045795
3,906.1
1
1,394
3.04
6.58
1.63
76.3
76.16
231.952
0.021402
9,172.52
0
764
3.27
5.06
1.9
77.21
80.86
252.4767
0.023497
3,865.84
1
539
2.6
8.56
1.92
76.79
75.09
199.654
0.025569
4,613.84
1
754
0.37
4.57
2.24
74.08
78.58
27.4096
0.028506
3,445.78
1
1,464
2.4
10.97
2.38
77.05
72.31
184.92
0.032914
16,060.08
0
599
1.97
3.98
3.25
72.98
70.86
143.7706
0.045865
2,384.02
1
780
2.21
5.68
3.82
75.11
71.13
165.9931
0.053704
4,430.4
1
946
4.95
6.77
1.41
77.81
77.32
385.1595
0.018236
6,404.42
1
583
4.32
4.66
2.79
75.83
90.17
327.5856
0.030942
2,716.78
1
821
1.87
14.01
3.07
78.29
75.13
146.4023
0.040862
11,502.21
1
681
2.03
4.55
4.43
74.66
74.72
151.5598
0.059288
3,098.55
1
457
2.64
6.53
1.99
76.39
79.83
201.6696
0.024928
2,984.21
1
684
2.38
4.71
3.1
82.75
89.73
196.945
0.034548
3,221.64
1
535
4.15
3.91
5.22
84.96
63.29
352.584
0.082477
2,091.85
1
509
5.02
8
3.54
74.64
66.11
374.6928
0.053547
4,072
1
391
2.25
4.02
2.7
81.18
88.86
182.655
0.030385
1,571.82
1
863
2.99
9.99
2.05
77.66
84.38
232.2034
0.024295
8,621.37
1
655
5.73
6.56
2.71
77.19
77.52
442.2987
0.034959
4,296.8
0
1,300
2.27
7.34
1.47
75.69
85.25
171.8163
0.017243
9,542
0
717
2.96
4.52
1.61
75.19
80.6
222.5624
0.019975
3,240.84
1
883
4.92
6.53
2.58
77.06
70.61
379.1352
0.036539
5,765.99
0
813
1.95
1.92
2.01
77.65
76.98
151.4175
0.026111
1,560.96
0
750
3.78
5.12
0.94
79.01
81.38
298.6578
0.011551
3,840
0
720
3.37
6.57
1.25
77.31
78.72
260.5347
0.015879
4,730.4
1
510
2.77
7.09
0.85
74.75
68.49
207.0575
0.012411
3,615.9
1
481
3.12
7.46
2.77
77.61
81.75
242.1432
0.033884
3,588.26
1