Yu-Qi Shi

Coupled temporal-frequency learning framework for lithium-ion battery capacity prediction

Lithium‑ion battery capacity is critical for guaranteeing the system safety and stable operation. Since the true battery capacity cannot be directly measured by sensors, it can be estimated from available data. Nevertheless, battery aging represents a highly non‑stationary process, which consists of long‑term fading...