The focus is on enhancing the energy efficiency of electric transportation systems by improving existing models and identifying key parameters that can be optimized. Statistical data is analyzed to understand which aspects can be enhanced, followed by the development of mathematical models for various components such as the electric vehicle, its drive, battery, and supercapacitor.