Xueqin Amy Liu

Electro-thermal feature fusion with temporal difference regularized Mamba network for lithium-ion battery temperature prediction

Accurate prediction of lithium-ion battery temperature is essential for ensuring safety and optimizing battery thermal management systems (BTMS). However, conventional data-driven methods relying solely on electrical signals often struggle to characterize electro-thermal coupling...