Yuwen Tao

Lithium-ion Battery SOC Estimation based on CNN-Transformer Model

The state of charge (SOC) of lithium-ion batteries is a critical state parameter in battery management systems (BMS), being closely associated with energy management, charge–discharge control and operational safety, yet it cannot be directly measured by conventional sensors. In recent years, deep learning methods have...