Battery Degradation SoH Prediction Model
This repository contains a machine learning model trained on the NASA Battery Aging Dataset.
Model Details
- Algorithm: Random Forest Regressor
- Input: Statistical battery features
- Output: State of Health (SoH)
- Training Dataset: NASA Battery Dataset
- Evaluation Dataset: EV Battery Degradation Dataset
Purpose
This model is used to study domain shift and degradation prediction
between laboratory and real-world battery environments.
Files
- battery_model.pkl
- scaler.pkl
