Comparative Study of Neural Surrogate Architectures for Autoregressive Prediction of Internal Battery States

Gihyun Lee, Thorben Menne, Simon Olma +2

The Doyle-Fuller-Newman (DFN) model resolves internal electrochemical states in lithium-ion batteries with high fidelity. However, the numerical solution of its governing equations…