Estimation and control of battery electrochemistry models: A tutorial

This paper presents a tutorial on estimation and control problems for battery electrochemistry models. We present a background on battery electrochemistry, along with a comprehensive electrochemical (EChem) model. EChem models present a remarkably rich set of control-theoretic questions involving model reduction, state & parameter estimation, and optimal control. We discuss fundamental systems and controls challenges, and then present opportunities for future research.