THESIS BATTERY IDENTIFICATION, PREDICTION AND MODELLING Submitted by Syed Mahdi Azam Department of Electrical and Computer Engineering In partial fulfillment of the requirements For the Degree of Master of Science Colorado State University Fort Collins, Colorado Summer 2018 Master’s Committee: Advisor: Peter M Young George Collins Dan Zimmerle