| Bin Zhang Title: Lecturer, Master's Supervisor Research directions: Application of Artificial Intelligence in Power Systems, Optimization of Renewable-based Power Systems Email: 101013994@seu.edu.cn office phone: +8619502203089 |
Biography:Zhang Bin, Ph.D., received Bachelor's degree from Hohai University and Master's degree from the University of Electronic Science and Technology of China under the supervision of Professor Wei-Hao Hu. In 2021, with the support of the China Scholarship Council, he pursued Ph.D. at Aalborg University in Denmark under the guidance of Professor Zhe Chen. In March 2025, he joined the School of Electrical Engineering at Southeast University.
Publications:
Bin Zhang, Weihao Hu, Di Cao, Amer M.Y. M. Ghias, and Zhe Chen*, Novel data-driven decentralized coordination model for electric vehicle aggregator and energy hub entities in multi-energy system using an improved multi-agent DRL approach, Applied Energy, vol. 339, pp. 120902, 2023.
Bin Zhang, Xiao Xu, Weihao Hu, Zhe Chen, Two-timescale autonomous energy management model based on multi-agent deep reinforcement learning approach for residential multicarrier energy system, Applied Energy, vol. 351, no. 121777, 2023.
Bin Zhang, Di Cao, Weihao Hu, and Zhe Chen. Physics-informed multi-agent deep reinforcement learning enabled distributed voltage control for active distribution network, International Journal of Electrical & Power System, vol. 155, no. 109641, 2024.
Bin Zhang, Weihao Hu, Xiao Xu, Zhenyuan Zhang, Zhe Chen, Hybrid data-driven method for low-carbon economic energy management strategy in electricity-gas coupled energy systems based on transformer network and deep reinforcement learning, Energy, vol. 273, no. 127183, 2023.
Bin Zhang, Weihao Hu, Amer M.Y.M. Ghias, Xiao Xu, Zhe Chen, Multi-agent deep reinforcement learning based distributed control architecture for interconnected multi-energy microgrid energy management and optimization, Energy Conversion and Management, vol. 277, no. 116647, 2023.
Xuewei Wu,Bin Zhang, Mads Nielsen, Zhe Chen. Multi-stage planning of integrated electricity-gas-heating system in the context of carbon emission reduction, Applied Energy, vol. 358, no. 122584, 2024.
Tao Li, Weihao Hu,Bin Zhang, Guozhou Zhang, Jian Li, Zhe Chen, Frede Blaabjerg, Mechanism analysis and real-time control of energy storage based grid power oscillation damping: A soft actor-critic approach, IEEE Transactions on Sustainable Energy, vol. 12, no. 4, pp. 1915-1926, 2021.
Teaching:
Bachelor Course: DC Microgrid Technology for Transport Vehicles
Master Course: Smart Grid