Abstract:
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.
Publication date:
December 1, 2015
Publication type:
Conference Paper
Citation:
Moura, S. J. (2015). Estimation and Control of Battery Electrochemistry Models: A Tutorial. 2015 54th IEEE Conference on Decision and Control (CDC), 3906–3912. https://doi.org/10.1109/CDC.2015.7402827