urstrulysareddy/predictive-maintenance-data
收藏Hugging Face2026-04-07 更新2026-04-12 收录
下载链接：
https://hf-mirror.com/datasets/urstrulysareddy/predictive-maintenance-data
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资源简介：
---
license: mit
task_categories:
- tabular-classification
tags:
- predictive-maintenance
- iot
- sensors
- fleet-management
size_categories:
- 1K<n<10K
---
# Predictive Maintenance Engine Sensor Dataset
Engine sensor readings from commercial diesel vehicles for predictive maintenance classification.
## Features
| Feature | Description | Unit |
|---------|-------------|------|
| Engine RPM | Engine revolutions per minute | RPM |
| Lub Oil Pressure | Lubrication oil pressure | bar |
| Fuel Pressure | Fuel delivery pressure | bar |
| Coolant Pressure | Cooling system pressure | bar |
| Lub Oil Temp | Lubrication oil temperature | °C |
| Coolant Temp | Engine coolant temperature | °C |
| Engine Condition | Target: 0=Normal, 1=Needs Maintenance | binary |
## Dataset Splits
| Split | Samples | Purpose |
|-------|---------|---------|
| train | 75% | Model training |
| validation | 10% | Hyperparameter tuning |
| test | 15% | Final evaluation |
All splits are stratified by `Engine Condition` to maintain class balance.
## Usage
```python
from datasets import load_dataset
dataset = load_dataset("jskswamy/predictive-maintenance-data")
train_df = dataset["train"].to_pandas()
```
## License
MIT License
提供机构：
urstrulysareddy
