Hongwen He | Scholar Profiles and Rankings

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Safety and Longevity-Enhanced Energy Management of Fuel Cell Hybrid Electric Vehicle With Machine Learning Approach (journal article) Song, Ruoyang \| Liu, Xinghua \| Wei, Zhongbao \| Pan, Fengwen \| Wang, Yanbo \| He, Hongwen IEEE Transactions on Transportation Electrification, volume 10, issue 2, pages 2562-2571 (2024). 10.1109/TTE.2023.3295433 Cite \| Source
Towards a fossil-free urban transport system: An intelligent cross-type transferable energy management framework based on deep transfer reinforcement learning (journal article) Huang, Ruchen \| He, Hongwen \| Su, Qicong Applied Energy, volume 363 (2024). 10.1016/j.apenergy.2024.123080 Cited by (2) \| Cite \| Source
Using a Diffusion Model for Pedestrian Trajectory Prediction in Semi-Open Autonomous Driving Environments (journal article) Tang, Yingjuan \| He, Hongwen \| Wang, Yong \| Wu, Yifan IEEE Sensors Journal, volume 24, issue 10, pages 17208-17218 (2024). 10.1109/JSEN.2024.3382406 Cite \| Source
Hierarchical vector transformer vehicle trajectories prediction with diffusion convolutional neural networks (journal article) Tang, Yingjuan \| He, Hongwen \| Wang, Yong Neurocomputing, volume 580 (2024). 10.1016/j.neucom.2024.127526 Cited by (2) \| Cite \| Source
Less Conservatism, Stronger Robustness: Iterative Robust Gain-Scheduled Path Following Control of Autonomous Bus With Unstructured and Changing Dynamics (journal article) Shi, Man \| He, Hongwen \| Li, Jianwei \| Han, Mo \| Zhao, Xuyang \| Gillet, Denis IEEE Transactions on Vehicular Technology, volume 73, issue 5, pages 6116-6128 (2024). 10.1109/TVT.2023.3337331 Cite \| Source
Enabling intelligent transferable energy management of series hybrid electric tracked vehicle across motion dimensions via soft actor-critic algorithm (journal article) He, Hongwen \| Su, Qicong \| Huang, Ruchen \| Niu, Zegong Energy, volume 294 (2024). 10.1016/j.energy.2024.130933 Cite \| Source
Heterogeneous multi-agent deep reinforcement learning for eco-driving of hybrid electric tracked vehicles: A heuristic training framework (journal article) Su, Qicong \| Huang, Ruchen \| He, Hongwen Journal of Power Sources, volume 601 (2024). 10.1016/j.jpowsour.2024.234292 Cited by (2) \| Cite \| Source
Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforcement Learning (journal article) Peng, Jiankun \| Chen, Weiqi \| Fan, Yi \| He, Hongwen \| Wei, Zhongbao \| Ma, Chunye IEEE Transactions on Transportation Electrification, volume 10, issue 1, pages 392-406 (2024). 10.1109/TTE.2023.3278350 Cited by (5) \| Cite \| Source
Confidence-aware reinforcement learning for energy management of electrified vehicles (journal article) Wu, Jingda \| Huang, Chao \| He, Hongwen \| Huang, Hailong Renewable and Sustainable Energy Reviews, volume 191 (2024). 10.1016/j.rser.2023.114154 Cited by (2) \| Cite \| Source
Deep reinforcement learning based energy management strategies for electrified vehicles: Recent advances and perspectives (journal article) He, Hongwen \| Meng, Xiangfei \| Wang, Yong \| Khajepour, Amir \| An, Xiaowen \| Wang, Renguang \| Sun, Fengchun Renewable and Sustainable Energy Reviews, volume 192 (2024). 10.1016/j.rser.2023.114248 Cited by (7) \| Cite \| Source
A novel generalized prognostic method of proton exchange membrane fuel cell using multi-point estimation under various operating conditions (journal article) Zhang, Zhendong \| He, Hongwen \| Wang, Yaxiong \| Quan, Shengwei \| Chen, Jinzhou \| Han, Ruoyan Applied Energy, volume 357 (2024). 10.1016/j.apenergy.2023.122519 Cited by (1) \| Cite \| Source
Health-conscious deep reinforcement learning energy management for fuel cell buses integrating environmental and look-ahead road information (journal article) Jia, Chunchun \| Zhou, Jiaming \| He, Hongwen \| Li, Jianwei \| Wei, Zhongbao \| Li, Kunang Energy, volume 290 (2024). 10.1016/j.energy.2023.130146 Cited by (15) \| Cite \| Source
A performance degradation prediction model for PEMFC based on bi-directional long short-term memory and multi-head self-attention mechanism (journal article) Jia, Chunchun \| He, Hongwen \| Zhou, Jiaming \| Li, Kunang \| Li, Jianwei \| Wei, Zhongbao International Journal of Hydrogen Energy, volume 60 (2024). 10.1016/j.ijhydene.2024.02.181 Cited by (11) \| Cite \| Source
Learning-based model predictive energy management for fuel cell hybrid electric bus with health-aware control (journal article) Jia, Chunchun \| He, Hongwen \| Zhou, Jiaming \| Li, Jianwei \| Wei, Zhongbao \| Li, Kunang Applied Energy, volume 355 (2024). 10.1016/j.apenergy.2023.122228 Cited by (25) \| Cite \| Source
Knowledge-guided Deep Reinforcement Learning for Multi-objective Energy Management of Fuel Cell Electric Vehicles (journal article) Li, Xinyu \| He, Hongwen \| Wu, Jingda IEEE Transactions on Transportation Electrification (2024). 10.1109/TTE.2024.3421342 Cite \| Source
A multi-objective hierarchical energy management strategy for a distributed fuel-cell hybrid electric tracked vehicle (journal article) Han, Ruoyan \| He, Hongwen \| Zhang, Zhendong \| Quan, Shengwei \| Chen, Jinzhou Journal of Energy Storage, volume 76 (2024). 10.1016/j.est.2023.109858 Cited by (4) \| Cite \| Source
Active disturbance rejection control strategy for PEMFC oxygen excess ratio based on adaptive internal state estimation using unscented Kalman filter (journal article) Yue, Hongwei \| He, Hongwen \| Han, Mo \| Gong, Sikai Fuel, volume 356 (2024). 10.1016/j.fuel.2023.129619 Cited by (10) \| Cite \| Source
Control of DC-DC Boost Converter Based on Optimal Gas Supply Characteristics of Fuel Cell System (journal article) Chen, Jinzhou \| He, Hongwen \| Wei, Zhongbao \| Quan, Shengwei IEEE Transactions on Transportation Electrification (2024). 10.1109/TTE.2023.3318225 Cite \| Source
Real-time power optimization based on PSO feedforward and perturbation & observation of fuel cell system for high altitude (journal article) Chen, Jinzhou \| He, Hongwen \| Quan, Shengwei \| Wei, Zhongbao \| Zhang, Zhendong \| Wang, Ya-Xiong Fuel, volume 356 (2024). 10.1016/j.fuel.2023.129551 Cited by (3) \| Cite \| Source
A novel data-driven energy management strategy for fuel cell hybrid electric bus based on improved twin delayed deep deterministic policy gradient algorithm (journal article) Huang, Ruchen \| He, Hongwen International Journal of Hydrogen Energy, volume 52 (2024). 10.1016/j.ijhydene.2023.04.335 Cited by (6) \| Cite \| Source