LiRUL: A Physics-Constrained and Lightweight Learning Framework for Edge-Based RUL Prediction (MATLAB)
MATLAB implementation + dataset for LiRUL, a physics-constrained lightweight framework for lithium-ion battery RUL prediction under edge constraints.
Results in Engineering (2026), Article 109537
DOI: https://doi.org/10.1016/j.rineng.2026.109537
src/MATLAB source codedata/DataSource/LG M50 dataset (included)scripts/reproducibility scriptsresults/example outputs (figures/tables)
See requirements.md.
- Open MATLAB in the repository root
- Add code to path:
addpath(genpath('src'));