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Electric Vehicle Battery Modeling By Matlab Simulink Tools And. Electric vehicles ( evs) are an alternate means of transport for future as they have great potential to minimize the use of petrol based and other transport fuels. This is a matlab project containing a battery electric vehicle (bev) model and its components such as motor, high voltage battery, and longitudinal. A battery model was developed in a matlab/simulink environment. For more information on battery modeling, see the examples, webinars, and conference.