| --- |
| license: mit |
| task_categories: |
| - tabular-classification |
| tags: |
| - predictive-maintenance |
| - engine-health |
| - tabular-data |
| - sensor-data |
| --- |
| |
| # Engine Predictive Maintenance Dataset |
|
|
| This dataset contains engine sensor readings used for predictive maintenance classification. |
|
|
| ## Objective |
|
|
| Predict whether an engine is operating normally or requires maintenance using sensor parameters. |
|
|
| ## Columns |
|
|
| - Engine rpm |
| - Lub oil pressure |
| - Fuel pressure |
| - Coolant pressure |
| - lub oil temp |
| - Coolant temp |
| - Engine Condition |
|
|
| ## Label Assumption |
|
|
| `Engine Condition = 1` is treated as the maintenance/faulty class and `Engine Condition = 0` is treated as the normal/healthy class. |
|
|
| ## Files |
|
|
| - 'engine_data.csv': Raw dataset |
| - 'train.csv': Cleaned training split |
| - 'test.csv': Cleaned testing split |
| |
