🧑‍🎓 I am a first-year PhD student at the Department of Data Science and AI, Faculty of Information and Technology, Monash University, Melbourne, VIC, Australia, supervised by Dr. Hao Wang. I received my Bachelor’s degree in Smart Grid Information Engineering with a double degree in Mathematics from the University of Electronic Science and Technology of China (UESTC), Chengdu, China, supervised by Prof. Yanru Zhang.

🧐 My research interests are machine learning and deep learning applications in power system analysis. I am currently focusing on:

• Energy Storage Bidding
  • Battery energy storage system (BESS) joint bidding in spot and contingency FCAS markets in the context of Australian National Electricity Market – NeurIPS Workshop TCCML 2022; IEEE TEMPR
  • Co-located renewable-BESS bidding
    • Wind-BESS bidding in the spot market – IEEE PESGM 2023
    • Wind-BESS joint-bidding in the spot and regulation FCAS markets – EGYAI
    • Solar-BESS bidding – IEEE TII
• Electric Vehicle Charging Infrastructure Planning
  • Multi-Objective Planning Framework – IEEE I&CPS Asia 2023
  • Review on EVCI Planning – Progress in Energy

News

• [08/2024] One review paper about electric vehicle charging infrastructure planning is accepted by Progress in Energy! Paper Link

• [02/2024] One paper about BESS joint-market bidding is accepted by IEEE Transactions on Energy Markets, Policy and Regulation! Paper Link

• [12/2023] One paper about solar-BESS bidding with attentive convolutional DRL is accepted by IEEE Transactions on Industrial Informatics! Paper Link

• [12/2023] I gave a talk about co-located renewable-BESS bidding at AI-OPT 23 in Melbourne, Australia.

• [07/2023] I gave a 15-min presentation of IEEE I&CPS Asia 2023 in Chongqing, China.

• [06/2023] One paper about wind-BESS joint-bidding via decoupled DRL is accepted by Energy and AI! Paper Link

• [05/2023] One paper about optimal power flow with reinforcement learning is accepted by IEEE Transactions on Sustainable Energy! Paper Link

• [05/2023] One paper about electric vehicle charging infrastructure planning is accepted by IEEE I&CPS Asia 2023! Paper Link

• [03/2023] One paper about solar-BESS bidding via multi-agent DRL is accepted by ICLR Workshop TCCML 2023! Paper Link

• [02/2023] One paper about wind-BESS bidding is accepted by IEEE PESGM 2023! Paper Link

• [12/2022] One paper about fair solar curtailment is accepted by ACM e-Energy 2023! Paper Link

• [10/2022] One paper about BESS joint-bidding is accepted by NeurIPS Workshop TCCML 2022 as Poster! Paper Link; Presentation Link

Education

• Ph.D in Information Technology, Monash University, 2023 - Now.

• B.En. in Smart Grid Information Engineering, B.Sc in Mathematics, University of Electronic Science and Technology of China (UESTC), Chengdu, China, 2018 - 2022.