Fractional Differential Equation Physics-Informed Neural Network and Its Application in Battery State Estimation

Lujuan Dang, Zilai Wang

Accurate estimation of the State of Charge (SOC) is critical for ensuring the safety, reliability, and performance optimization of lithium-ion battery systems. Conventional data-dr…