Guodong Du

Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation

Ningyuan Guo, Xudong Zhang, Yuan Zou et al. · Energy · 2020 · 199 citations

Electrical Engineering, Engineering, Smart Grid +9

Deep reinforcement learning based energy management for a hybrid electric vehicle

Guodong Du, Yuan Zou, Xudong Zhang et al. · Energy · 2020 · 190 citations

Engineering, Reinforcement Learning (Computer Engineering), Deep Reinforcement +8

A Supervisory Control Strategy of Distributed Drive Electric Vehicles for Coordinating Handling, Lateral Stability, and Energy Efficiency

Ningyuan Guo, Xudong Zhang, Yuan Zou et al. · IEEE Transactions on Transportation Electrification · 2021 · 149 citations

Energy Consumption, Energy Efficient Drive, Engineering +15

Intelligent energy management for hybrid electric tracked vehicles using online reinforcement learning

Guodong Du, Yuan Zou, Xudong Zhang et al. · Applied Energy · 2019 · 127 citations

Engineering, Intelligent Energy System, Energy Management +7

High robustness energy management strategy of hybrid electric vehicle based on improved soft actor-critic deep reinforcement learning

Wenjing Sun, Yuan Zou, Xudong Zhang et al. · Energy · 2022 · 94 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +5