Hongwen He

Cooperative energy management and eco-driving of plug-in hybrid electric vehicle via multi-agent reinforcement learning

Yong Wang, Yuankai Wu, Yingjuan Tang et al. · Applied Energy · 2022 · 149 citations

Multi-agent Reinforcement Learning, Engineering, Intelligent Energy System +7

A performance degradation prediction model for PEMFC based on bi-directional long short-term memory and multi-head self-attention mechanism

Chunchun Jia, Hongwen He, Jiaming Zhou et al. · International Journal of Hydrogen Energy · 2024 · 132 citations

Electrical Engineering, Engineering, Multi-head Self-attention Mechanism +2

A novel deep reinforcement learning-based predictive energy management for fuel cell buses integrating speed and passenger prediction

Chunchun Jia, Hongwen He, Jiaming Zhou et al. · International Journal of Hydrogen Energy · 2024 · 67 citations

Energy Control, Engineering, Deep Reinforcement Learning +6

Data-driven energy management for electric vehicles using offline reinforcement learning

Yong Wang, Jingda Wu, Hongwen He et al. · Nature Communications · 2025 · 46 citations · Full text

Health-aware model predictive energy management for fuel cell electric vehicle based on hybrid modeling method

Shengwei Quan, Hongwen He, Jinzhou Chen et al. · Energy · 2023 · 39 citations

Energy Modeling, Engineering, Smart Grid +9