High-Fidelity State-of-Charge Estimation of Li-Ion Batteries Using Machine Learning

Weizhong Wang, Nicholas W. Brady, Chenyao Liao +4

This paper proposes a way to augment the existing machine learning algorithm applied to state-of-charge estimation by introducing a form of pulse injection to the running battery c…