Lingxiong Guo

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

Energy management for a hybrid electric vehicle based on prioritized deep reinforcement learning framework

Guodong Du, Yuan Zou, Xudong Zhang et al. · Energy · 2021 · 92 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +5

Heuristic Energy Management Strategy of Hybrid Electric Vehicle Based on Deep Reinforcement Learning With Accelerated Gradient Optimization

Guodong Du, Yuan Zou, Xudong Zhang et al. · IEEE Transactions on Transportation Electrification · 2021 · 75 citations

Electrical Engineering, Engineering, Deep Reinforcement Learning +12

Bi-level Energy Management of Plug-in Hybrid Electric Vehicles for Fuel Economy and Battery Lifetime with Intelligent State-of-charge Reference

Xudong Zhang, Lingxiong Guo, Ningyuan Guo et al. · Journal of Power Sources · 2020 · 66 citations

Electrical Engineering, Bi-level Energy Management, Engineering +12

Reinforcement learning-based real-time intelligent energy management for hybrid electric vehicles in a model predictive control framework

Ningkang Yang, Shumin Ruan, Lijin Han et al. · Energy · 2023 · 66 citations

Engineering, Intelligent Energy System, Smart Grid +7