Application of Yao’s Theorem in Energy Efficiency Optimization of Single-Motor Electric Vehicles

Under the background of “dual carbon”, reducing the power consumption of electric vehicles (EVs) per 100 kilometers and improving their operating energy efficiency are the only way for the development of electric vehicles. This paper uses Yao’s theorem in the energy efficiency prediction theory of multi-unit systems to give the optimal control method for the operation energy efficiency of EVs with single motor drive and multiple gears. The optimal control method for the overall operating energy efficiency of EVs with single motor drive and multiple gears is to keep the power consumption per 100 kilometers equal before and after the gear switching, or to keep the output power of the battery equal before and after the gear switching.