Research Associate

Mr Xiangyu Li

Engineering
Electrical Engineering and Telecommunications

Dr. Li received his Ph.D. degree from the University of New South Wales (UNSW). He is currently a Research Associate at the School of Electrical Engineering and Telecommunications, UNSW. His research interests include renewable energy trading, battery energy storage systems, electric vehicles, and applications of optimization theory, game theory, and computational intelligence in these areas.

  • Book Chapters | 2024
    Zhang B; Li C; Hu B; Li X; Wang R; Dong Z, 2024, 'Graph Reinforcement Learning for Securing Critical Loads by E-Mobility', in , pp. 303 - 314, http://dx.doi.org/10.1007/978-981-99-8126-7_24
  • Journal articles | 2023
    Li X; Li C; Chen G; Dong ZY, 2023, 'A Data-Driven Joint Chance-Constrained Game for Renewable Energy Aggregators in the Local Market', IEEE Transactions on Smart Grid, 14, pp. 1430 - 1440, http://dx.doi.org/10.1109/TSG.2022.3163131
    Journal articles | 2023
    Li X; Li C; Liu X; Chen G; Dong ZY, 2023, 'Two-Stage Community Energy Trading Under End-Edge-Cloud Orchestration', IEEE Internet of Things Journal, 10, pp. 1961 - 1972, http://dx.doi.org/10.1109/JIOT.2022.3140336
    Journal articles | 2023
    Li X; Li C; Luo F; Chen G; Dong ZY; Huang T, 2023, 'Electric Vehicles Charging Dispatch and Optimal Bidding for Frequency Regulation Based on Intuitionistic Fuzzy Decision Making', IEEE Transactions on Fuzzy Systems, 31, pp. 596 - 608, http://dx.doi.org/10.1109/TFUZZ.2022.3220964
    Journal articles | 2023
    Li X; Liu H; Li C; Chen G; Zhang C; Dong ZY, 2023, 'Deep Reinforcement Learning-Based Explainable Pricing Policy for Virtual Storage Rental Service', IEEE Transactions on Smart Grid, 14, pp. 4373 - 4384, http://dx.doi.org/10.1109/TSG.2023.3253140
    Journal articles | 2023
    Wang R; Li C; Li X; Deng R; Dong Z, 2023, 'GenAI4Sustainability: GPT and Its Potentials For Achieving UN’s Sustainable Development Goals', IEEE/CAA Journal of Automatica Sinica, 10, pp. 2179 - 2182, http://dx.doi.org/10.1109/JAS.2023.123999
    Journal articles | 2023
    Wang Z; Li C; Zhou X; Xie R; Li X; Dong Z, 2023, 'Stochastic bidding for VPPs enabled ancillary services: A case study of Australia's NEM', Applied Energy, 352, http://dx.doi.org/10.1016/j.apenergy.2023.121918
    Journal articles | 2022
    Li X; Li C; Chen G; Dong ZY, 2022, 'A Risk-Averse Energy Sharing Market Game for Renewable Energy Microgrid Aggregators', IEEE Transactions on Power Systems, 37, pp. 3528 - 3539, http://dx.doi.org/10.1109/TPWRS.2021.3137898
    Journal articles | 2020
    Li X; Chen G; Dong ZY, 2020, 'Co-optimisation model for the long-term design and decision making in community level cloud energy storage system', IET Renewable Power Generation, 14, pp. 3518 - 3525, http://dx.doi.org/10.1049/iet-rpg.2020.0612
  • Conference Papers | 2022
    Li X; Liu H; Li C; Chen G; Wen S, 2022, 'PPO-based Pricing Method for Shared Energy Storage System', in Proceedings of the 11th International Conference on Innovative Smart Grid Technologies - Asia, ISGT-Asia 2022, pp. 424 - 428, http://dx.doi.org/10.1109/ISGTAsia54193.2022.10003511