Modeling, validation and simulation of electric vehicles using MATLAB

Abstract

For important design and management decisions in high-performance vehicle models, accurate EV powertrain modeling, evaluation, and testing are essential. A technique for the design and growth of an electric vehicle powertrain is described in this study, which includes modeling, computation, and testing on an actual vehicle process as well as extensive evaluation of the findings. Although EV powertrain modeling in simulation software settings is vital for EV development and design, verifying these simulations on real-world vehicle elements is critical for improving total vehicle efficiency, reliability, and speed. This modeling methodology combines the use of Simulink software or MATLAB for simulation and modeling of an EV powertrain with the validation of the simulation result on an actual car that is evaluated on a structural dynamometer The integration of these simulation models with real-world testing reveals an approach for rapidly creating and testing high-performance EV powertrains at a low cost, covering shortcomings in the literature on how these forecasting strategies might be used in a research context.