A Comparison of Baseline Models and a Transformer Network for SOC Prediction in Lithium-Ion Batteries

Hadeel Aboueidah, Abdulrahman Altahhan

Accurately predicting the state of charge of Lithium-ion batteries is essential to the performance of battery management systems of electric vehicles. One of the main reasons for t…