The majority of work carried out around battery models is partly motivated by vehicle simulation. Specifically for electric vehicle simulation, some characteristics of the battery require more attention while others can be simplified, thus distinguishing dynamic models for battery system simulation slightly and requiring different tools. In this paper, we propose a dynamic battery model that accounts for changes in temperature and can be integrated in electric vehicle simulation for testing purposes by computer simulation, using the bond graph formalism and Matlab/Simulink.