Title :
Comparison of electrical battery models using a numerically optimized parameterization method
Author :
Einhorn, Markus ; Conte, Valerio ; Kral, Christian ; Fleig, Jürgen
Author_Institution :
Mobility Dept., AIT Austrian Inst. of Technol., Vienna, Austria
Abstract :
This article describes the parameterization process of dynamic battery models for cell and system simulation. Three commonly used equivalent circuit battery models are parameterized using a numeric optimization method and basic electrical tests with a lithium-ion polymer cell. The maximum model performance is investigated and a reasonable simplification is presented. The parameterized models are then validated and compared using a current profile obtained from an electric vehicle simulation performing a real life driving cycle.
Keywords :
battery powered vehicles; equivalent circuits; lithium; numerical analysis; optimisation; parameter estimation; secondary cells; Li; dynamic battery model; electric vehicle simulation; electrical battery model; electrical testing; equivalent circuit battery model; lithium-ion polymer cell; numerically optimized parameterization method; system simulation; Batteries; Capacitance; Impedance; Integrated circuit modeling; Numerical models; Optimization; Resistance; Lithium-ion battery; battery model; impedance; optimization; parameter extraction;
Conference_Titel :
Vehicle Power and Propulsion Conference (VPPC), 2011 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-61284-248-6
Electronic_ISBN :
Pending
DOI :
10.1109/VPPC.2011.6043060
