Datasets:
| license: mit | |
| pretty_name: Predictive Maintenance Engine Data | |
| task_categories: | |
| - tabular-classification | |
| - tabular-regression | |
| tags: | |
| - predictive-maintenance | |
| - time-series | |
| language: | |
| - en | |
| dataset_type: tabular | |
| # Predictive Maintenance – Engine Sensor Dataset | |
| This dataset contains multivariate time-series sensor data collected from engines. | |
| It is used for predictive maintenance modeling, where the objective is to predict | |
| engine failure events based on operational settings and sensor readings. | |
| ## Files: | |
| - raw_data.csv: Raw engine sensor dataset | |
| This dataset is versioned and stored on Hugging Face to ensure reproducibility | |
| and auditability for machine learning experiments. | |
| ## Columns | |
| - `Engine rpm` | |
| - `Lub oil pressure` | |
| - `Fuel pressure` | |
| - `Coolant pressure` | |
| - `lub oil temp` | |
| - `Coolant temp` | |
| - `Engine Condition` |