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Compiling state of the art approaches in mathematical modeling of lithium batteries, this monograph develops a theoretical framework of various modeling approaches, and discusses recent trends in research and their applications and limitations. It draws together the plethora of existing published research, and provides a much-needed coherent framework of battery modelling techniques. The book explores electrochemical models (EM), electrochemical impedance spectroscopy models (EIS), equivalent circuit models (ECM) and reduced order models (ROM), as well as fundamental theory, equations,...

Starting from fundamental theory, equations, model development, solution methodology to algorithms, this monograph connects fundamental electrochemistry of lithium batteries to controlling processes and eventually to on-board battery state estimators.