Title :
Estimation and control of battery electrochemistry models: A tutorial
Author_Institution :
Energy, Controls, and Applications Lab (eCAL) in Civil and Environmental Engineering at the University of California, Berkeley, 94720, USA
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.
Keywords :
"Batteries","Temperature measurement","Lithium","Mathematical model","Solids","Voltage measurement","Cathodes"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7402827
