Tian-Ze Wang

Frequency-Weighted EIS Manifold Learning for Lithium-Ion Battery Remaining Useful Life Prediction

Accurate remaining useful life (RUL) prediction of lithium-ion batteries is essential for ensuring the reliability and safety of battery management systems. However, conventional electrical and thermal signals are sensitive to operating conditions, while linear feature extraction methods may not adequately characterize...