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engine_rpm
int64 | lub_oil_pressure
float64 | fuel_pressure
float64 | coolant_pressure
float64 | lub_oil_temp
float64 | coolant_temp
float64 | engine_condition
int64 |
|---|---|---|---|---|---|---|
496
| 4.70624
| 5.249898
| 3.803385
| 75.033607
| 70.542095
| 0
|
836
| 3.960027
| 4.928546
| 3.705357
| 74.395016
| 84.098307
| 1
|
623
| 3.055244
| 9.494612
| 2.084725
| 76.865701
| 72.927688
| 0
|
675
| 2.785797
| 5.463947
| 1.649817
| 75.397279
| 82.907453
| 1
|
1,412
| 2.816022
| 4.00141
| 1.921522
| 83.246013
| 71.176927
| 1
|
414
| 3.928896
| 4.468993
| 1.740373
| 74.461489
| 80.171776
| 1
|
1,041
| 2.618464
| 6.031472
| 3.444127
| 75.87409
| 74.213489
| 1
|
975
| 5.964635
| 4.00145
| 2.460979
| 80.727668
| 80.231235
| 0
|
1,158
| 2.653552
| 4.956097
| 1.126615
| 76.703935
| 82.821523
| 0
|
1,357
| 4.045931
| 7.2471
| 1.827783
| 78.382214
| 87.120363
| 1
|
767
| 3.675062
| 6.603299
| 2.240416
| 77.226557
| 71.871107
| 0
|
1,179
| 3.308127
| 6.162965
| 0.736781
| 75.678397
| 71.430854
| 0
|
956
| 3.720926
| 5.050159
| 4.541596
| 78.294517
| 75.350544
| 1
|
1,057
| 2.23783
| 5.631612
| 2.505175
| 74.529496
| 76.760059
| 0
|
854
| 5.325312
| 3.992183
| 5.119024
| 81.89433
| 82.209094
| 0
|
855
| 3.087465
| 5.170975
| 2.49316
| 86.235597
| 81.372706
| 0
|
1,096
| 2.480399
| 5.149975
| 0.635378
| 84.090834
| 78.015959
| 1
|
434
| 4.442973
| 7.090542
| 1.524269
| 75.620907
| 83.188313
| 1
|
822
| 3.310684
| 5.627634
| 2.058694
| 77.853008
| 78.117307
| 1
|
569
| 3.736063
| 5.729134
| 1.870194
| 76.742341
| 79.451863
| 1
|
952
| 2.40655
| 7.418635
| 1.44315
| 75.180661
| 78.452812
| 1
|
973
| 2.349488
| 5.715477
| 3.340146
| 78.821659
| 77.506734
| 1
|
554
| 3.396276
| 10.290297
| 1.999733
| 76.546559
| 83.106267
| 1
|
811
| 4.851543
| 3.622094
| 0.758107
| 76.042221
| 82.374601
| 1
|
540
| 3.081387
| 4.375281
| 0.982797
| 76.415207
| 79.320499
| 1
|
778
| 3.538907
| 5.208443
| 1.734624
| 73.849828
| 73.385308
| 1
|
563
| 2.217112
| 6.034855
| 2.623956
| 78.603892
| 77.731044
| 1
|
1,033
| 2.036132
| 4.932128
| 2.235217
| 75.931896
| 69.710272
| 1
|
804
| 4.57266
| 5.992453
| 1.535159
| 77.051917
| 79.80514
| 1
|
369
| 2.746007
| 6.989355
| 1.830474
| 77.18143
| 75.697478
| 1
|
798
| 5.789154
| 6.727879
| 1.819378
| 77.601968
| 79.906577
| 1
|
437
| 3.900054
| 6.734776
| 2.790181
| 78.008376
| 78.002771
| 0
|
1,221
| 4.42086
| 5.888119
| 5.204647
| 76.787069
| 90.006726
| 1
|
946
| 2.33791
| 5.878699
| 6.107326
| 78.055623
| 81.372531
| 0
|
654
| 2.126811
| 6.048617
| 2.932469
| 75.452488
| 85.561782
| 0
|
800
| 3.40304
| 5.070474
| 2.423549
| 75.857648
| 75.29601
| 1
|
1,388
| 2.991451
| 4.277201
| 1.463619
| 77.886941
| 82.120037
| 1
|
576
| 4.796219
| 8.31517
| 3.235007
| 83.490921
| 90.11711
| 1
|
1,307
| 3.771457
| 2.955204
| 1.844966
| 77.864105
| 81.623514
| 0
|
663
| 4.798853
| 7.292509
| 2.363309
| 75.429563
| 70.386828
| 1
|
582
| 1.305755
| 5.211494
| 2.633097
| 75.93492
| 75.580952
| 1
|
1,145
| 4.436745
| 5.686701
| 2.965899
| 74.062249
| 71.002669
| 0
|
673
| 1.826226
| 8.79934
| 1.239882
| 76.365291
| 83.423228
| 0
|
469
| 2.244983
| 7.020501
| 0.246693
| 76.915875
| 86.219173
| 1
|
739
| 2.464748
| 8.192446
| 2.752652
| 74.697141
| 87.950844
| 0
|
1,240
| 4.557669
| 4.769486
| 1.481279
| 77.441172
| 75.294501
| 1
|
529
| 2.591552
| 7.383817
| 2.334104
| 76.628042
| 76.083761
| 1
|
835
| 3.516408
| 3.704002
| 1.359745
| 89.275897
| 73.337822
| 1
|
848
| 2.474463
| 5.649183
| 3.259924
| 76.354736
| 77.660874
| 0
|
754
| 2.931881
| 5.210595
| 1.070077
| 78.219563
| 81.21399
| 1
|
510
| 4.64128
| 3.945978
| 1.855171
| 78.017094
| 74.074583
| 0
|
450
| 0.699888
| 4.111952
| 0.949993
| 74.86905
| 72.889809
| 1
|
658
| 3.201742
| 6.108218
| 1.567632
| 75.665033
| 69.755396
| 1
|
529
| 3.215984
| 5.469481
| 2.196793
| 78.294028
| 75.39119
| 1
|
1,799
| 2.776676
| 7.228798
| 1.834901
| 87.578571
| 78.951378
| 1
|
84
| 3.830491
| 4.907142
| 1.061624
| 75.626682
| 77.407978
| 1
|
798
| 1.988798
| 2.982692
| 1.362544
| 77.303689
| 76.034316
| 0
|
1,083
| 4.86708
| 4.984865
| 2.4964
| 81.90805
| 81.064302
| 0
|
633
| 2.211679
| 7.715703
| 2.24428
| 76.325323
| 81.733805
| 0
|
918
| 2.981941
| 11.245539
| 2.724376
| 76.193842
| 92.014862
| 1
|
668
| 2.54182
| 5.14548
| 3.114428
| 75.49389
| 70.381397
| 1
|
488
| 0.325005
| 8.190476
| 1.503244
| 76.150753
| 77.308195
| 1
|
813
| 4.485257
| 8.605066
| 1.668094
| 76.21798
| 77.237554
| 1
|
413
| 3.492244
| 6.194312
| 1.769396
| 82.126134
| 78.464299
| 1
|
1,185
| 3.76483
| 10.673992
| 2.249566
| 78.487524
| 75.174314
| 0
|
1,057
| 2.054571
| 6.884652
| 1.598794
| 76.617464
| 87.627446
| 1
|
643
| 2.625858
| 8.451585
| 2.90954
| 83.808091
| 68.859504
| 0
|
659
| 4.495829
| 5.978984
| 5.866578
| 76.959741
| 83.497599
| 1
|
429
| 3.378734
| 3.557734
| 2.692528
| 77.956845
| 93.980689
| 0
|
1,087
| 4.294721
| 3.272855
| 2.08666
| 85.178231
| 75.427291
| 0
|
671
| 4.183711
| 7.136869
| 2.776894
| 77.187541
| 79.178336
| 1
|
743
| 2.983045
| 11.830769
| 1.705551
| 76.268239
| 85.180514
| 1
|
744
| 2.740729
| 4.944986
| 1.294337
| 77.417051
| 90.163324
| 1
|
809
| 4.050245
| 7.785442
| 2.343225
| 77.791209
| 75.283887
| 1
|
902
| 4.200947
| 14.528383
| 2.169704
| 76.169902
| 78.116536
| 0
|
555
| 2.756869
| 2.941945
| 2.084822
| 78.193826
| 83.436028
| 1
|
706
| 3.322614
| 6.614217
| 2.1754
| 75.46537
| 69.857252
| 1
|
634
| 4.144614
| 8.87925
| 1.95402
| 74.04727
| 80.937101
| 1
|
665
| 3.020798
| 7.931052
| 2.793915
| 76.949302
| 76.395635
| 1
|
913
| 2.577537
| 5.168561
| 2.085453
| 83.063455
| 86.055655
| 0
|
1,212
| 1.723152
| 5.266437
| 4.289763
| 80.382307
| 82.462033
| 0
|
1,300
| 2.21935
| 8.433284
| 1.580678
| 80.84323
| 74.473407
| 0
|
621
| 3.251042
| 5.331136
| 2.615028
| 78.185455
| 71.337673
| 0
|
808
| 3.077382
| 3.582213
| 5.852737
| 83.184829
| 74.732234
| 1
|
1,258
| 3.265263
| 11.247399
| 1.487561
| 76.842186
| 71.705021
| 1
|
1,267
| 4.119743
| 8.259543
| 2.09562
| 74.636635
| 76.781918
| 0
|
868
| 2.525346
| 4.285353
| 1.596997
| 76.14099
| 82.910354
| 1
|
1,024
| 2.194611
| 4.866378
| 0.512182
| 77.774181
| 83.93496
| 0
|
1,036
| 2.161426
| 6.125224
| 2.157851
| 75.996252
| 77.318644
| 0
|
656
| 4.151634
| 6.293229
| 3.177781
| 75.572258
| 68.317647
| 1
|
823
| 2.377631
| 2.604273
| 1.97795
| 73.113172
| 76.898773
| 1
|
524
| 1.441212
| 6.81795
| 1.786358
| 77.267706
| 73.978998
| 0
|
699
| 2.106315
| 2.486776
| 1.0972
| 86.787515
| 90.570099
| 0
|
981
| 3.235836
| 7.454698
| 4.277397
| 73.299392
| 80.962784
| 1
|
833
| 3.758835
| 6.281994
| 1.660214
| 76.560451
| 70.938112
| 0
|
919
| 2.726379
| 14.715238
| 2.298589
| 75.610175
| 87.730004
| 1
|
801
| 3.707931
| 8.233514
| 2.483217
| 75.775911
| 81.361103
| 1
|
696
| 4.103563
| 6.618358
| 1.740116
| 77.589843
| 67.575875
| 1
|
1,266
| 5.377554
| 5.537528
| 1.029143
| 77.857636
| 85.885943
| 1
|
1,409
| 2.781202
| 7.002047
| 2.945533
| 84.636721
| 81.159766
| 1
|
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Predictive Maintenance – Engine Sensor Dataset
Description
This dataset contains sensor readings from engines operating under varied conditions, including both small and large engine applications. The data is intended for building predictive maintenance models to classify engine condition.
Files
- engine_data.csv: Raw sensor dataset
- engine_train.csv: Training split
- engine_test.csv: Testing split
Target Variable
- engine_condition (0 = Normal, 1 = Maintenance Required)
Use Case
The dataset supports machine learning models for early detection of engine maintenance needs based on sensor data.
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