| A multi-market nanogrid P2P energy and ancillary service trading paradigm: Mechanisms and implementations Q Hu, Z Zhu, S Bu, KW Chan, F Li Applied energy 293, 116938, 2021 | 41 | 2021 |
| Optimal scheduling for integrated energy-mobility systems based on renewable-to-hydrogen stations and tank truck fleets M Ban, W Bai, W Song, L Zhu, S Xia, Z Zhu, T Wu IEEE Transactions on Industry Applications 58 (2), 2666-2676, 2021 | 38 | 2021 |
| Coordinated operation of hydrogen-integrated urban transportation and power distribution networks considering fuel cell electric vehicles G Sun, G Li, P Li, S Xia, Z Zhu, M Shahidehpour IEEE Transactions on Industry Applications 58 (2), 2652-2665, 2021 | 36 | 2021 |
| Real-Time interaction of active distribution network and virtual microgrids: Market paradigm and data-driven stakeholder behavior analysis Z Zhu, KW Chan, S Bu, B Zhou, S Xia Applied energy 297, 117107, 2021 | 27 | 2021 |
| Optimal bi-level bidding and dispatching strategy between active distribution network and virtual alliances using distributed robust multi-agent deep reinforcement learning Z Zhu, KW Chan, S Xia, S Bu IEEE transactions on smart grid 13 (4), 2833-2843, 2022 | 25 | 2022 |
| Reinforcement learning in deregulated energy market: A comprehensive review Z Zhu, Z Hu, KW Chan, S Bu, B Zhou, S Xia Applied Energy 329, 120212, 2023 | 23 | 2023 |
| Analysis of evolutionary dynamics for bidding strategy driven by multi-agent reinforcement learning Z Zhu, KW Chan, S Bu, SW Or, X Gao, S Xia IEEE transactions on power systems 36 (6), 5975-5978, 2021 | 16 | 2021 |
| Nash equilibrium estimation and analysis in joint peer-to-peer electricity and carbon emission auction market with microgrid prosumers Z Zhu, KW Chan, S Bu, B Zhou, S Xia IEEE Transactions on Power Systems, 2022 | 3 | 2022 |
| Analysis of strategic interactions among distributed virtual alliances in electricity and carbon emission auction markets using risk-averse multi-agent reinforcement learning Z Zhu, KW Chan, S Bu, SW Or, S Xia Renewable and Sustainable Energy Reviews 183, 113466, 2023 | 1 | 2023 |
| A Learning-Based Bidding Approach for PV-Attached BESS Power Plants X Gao, H Ma, KW Chan, S Xia, Z Zhu Frontiers in Energy Research 9, 750796, 2021 | 1 | 2021 |
| Cooperative Dispatch of Renewable-Penetrated Microgrids Alliances Using Risk-Sensitive Reinforcement Learning Z Zhu, X Gao, S Bu, KW Chan, B Zhou, S Xia IEEE Transactions on Sustainable Energy, 2024 | | 2024 |
| Multi-Network Constrained Operational Optimization in Community Integrated Energy Systems: A Safe Reinforcement Learning Approach Z Hu, KW Chan, Z Zhu, X Wei, S Bu arXiv preprint arXiv:2402.05412, 2024 | | 2024 |
| An Imitation Learning Based Algorithm Enabling Priori Knowledge Transfer in Modern Electricity Markets for Bayesian Nash Equilibrium Estimation Z Zhu, KW Chan, S Bu, Z Hu, S Xia IEEE Transactions on Power Systems, 2023 | | 2023 |
| Equilibrium Modelling and Analysis in Energy Market With a Novel Procurement Mechanism for Flexible Ramping Products X Gao, Z Zhu, KW Chan, S Bu, SW Or, J Zhang 2023 IEEE Belgrade PowerTech, 1-6, 2023 | | 2023 |
| How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory Z Zhu, S Bu, KW Chan, B Zhou, S Xia arXiv preprint arXiv:2305.02485, 2023 | | 2023 |
| How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 2: Method and Applications Z Zhu, S Bu, KW Chan, B Zhou, S Xia arXiv preprint arXiv:2305.06921, 2023 | | 2023 |
| Applications of reinforcement learning on deregulated active distribution networks Z Zhu Hong Kong Polytechnic University, 2023 | | 2023 |
| A novel peer-to-peer electricity market mechanism with the participation of electricity retailers Z Hu, KW Chan, S Bu, Z Zhu, X Wei 12th IET International Conference on Advances in Power System Control …, 2022 | | 2022 |
| Flexible Operation of Solar-Assisted Carbon Capture Power Plants Considering Interval-Enhanced Cvar S Liang, S Lou, Z Zhu, Y Sun Available at SSRN 4851100, 0 | | |
| Multi-Network Constrained Integrated Community Energy Systems: Techno–Economic Modeling and Operational Optimization Z Hu, KW Chan, Z Zhu, X Wei, W Zheng, S Bu Available at SSRN 4795141, 0 | | |
Shiwei XIANorth China Electric Power UniversityVerified email at ncepu.edu.cn
