1.Intelligent Optimization Management of Lithium-ion Batteries for the Entire Life Cycle：to estimate battery SOC/SOH under complex environmental conditions. 2.Energy Management Optimization for New Energy Vehicles in Complex Operating Environments：optimize the energy usage and achieve efficient coordination between speed planning and energy management . 3.Connected-Automated Vehicle Energy Optimization Control：to realize collaborative control among multiple vehicles.