ariefansclub/han-humanoid-joint-wear-monitoring-v1
Humanoid Joint Wear Monitoring Dataset (HJWM) Problem Definition Long-term humanoid usage leads to joint degradation. Early wear detection prevents costly downtime. This dataset contains sequential joint performance indicators. Features timestamp joint_id torque_variation temperature vibration_level wear_risk_label (low/medium/high) Use Cases Wear classification Predictive maintenance Anomaly detection Evaluation… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-humanoid-joint-wear-monitoring-v1.
Humanoid Joint Wear Monitoring Dataset (HJWM)
Problem Definition
Long-term humanoid usage leads to joint degradation. Early wear detection prevents costly downtime.
This dataset contains sequential joint performance indicators.
Features
- timestamp
- joint_id
- torque_variation
- temperature
- vibration_level
- wearrisklabel (low/medium/high)
Use Cases
- Wear classification
- Predictive maintenance
- Anomaly detection
Evaluation Metrics
- Accuracy
- F1 Score
- Confusion Matrix
License
MIT
