Title :
A Simulation of Lithium-Ion Battery Ohmic Resistance Identification
Author :
Rirong Liang ; Xuezhe Wei ; Haifeng Dai ; Bei Sun
Author_Institution :
Clean Energy Automotive Eng. Center, Tongji Univ., Shanghai, China
Abstract :
In electric vehicle applications, it is necessary to estimate the internal resistance of Lithium-ion battery, which is feasible through internal resistance identification based on equivalent circuit model. But in the actual battery management system, current sampling tends to lag behind the voltage sampling, which affects the identification accuracy apparently. In this article, the ohmic resistance of the lithium-ion battery is evaluated based on equivalent circuit model and least squares identification algorithm. Influence by desynchronized sampling of current and voltage is simulated. And a reasonable value of sampling step is introduced.
Keywords :
battery management systems; equivalent circuits; least squares approximations; lithium; secondary cells; Li; battery management system; desynchronized current sampling; electric vehicle applications; equivalent circuit model; internal resistance estimation; least squares identification algorithm; lithium-ion battery ohmic resistance identification simulation;
Conference_Titel :
Vehicle Power and Propulsion Conference (VPPC), 2013 IEEE
Conference_Location :
Beijing
DOI :
10.1109/VPPC.2013.6671661