Engineering, Mathematics and Physical Sciences Intranet
Prof Zhong Fan
Publications
Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.
2023
- Samende C, Fan Z, Cao J, Fabián R, Baltas GN, Rodriguez P. (2023) Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand Using Deep Reinforcement Learning, Energies, volume 16, no. 19, pages 6770-6770, DOI:10.3390/en16196770. [PDF]
2022
- Briggs C, Fan Z, Andras P. (2022) Federated Learning for Short-Term Residential Load Forecasting, IEEE Open Access Journal of Power and Energy, volume 9, pages 573-583, DOI:10.1109/oajpe.2022.3206220. [PDF]
- Harrold DJB, Cao J, Fan Z. (2022) Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning, Applied Energy, volume 318, pages 119151-119151, article no. 119151, DOI:10.1016/j.apenergy.2022.119151. [PDF]
- Samende C, Cao J, Fan Z. (2022) Multi-agent deep deterministic policy gradient algorithm for peer-to-peer energy trading considering distribution network constraints, Applied Energy, volume 317, pages 119123-119123, article no. 119123, DOI:10.1016/j.apenergy.2022.119123. [PDF]
- Fan Z, Cao J, Jamal T, Fogwill C, Samende C, Robinson Z, Polack F, Ormerod M, George S, Peacock A. (2022) The role of 'living laboratories' in accelerating the energy system decarbonization, ENERGY REPORTS, volume 8, pages 11858-11864, DOI:10.1016/j.egyr.2022.09.046. [PDF]
Showing 5 publications from Symplectic.