李志刚

助理教授

教育背景

博士(清华大学电机工程与应用电子技术系)

学士(清华大学电机工程与应用电子技术系)

研究领域
智能电网;综合能源系统;可再生能源;最优化理论;人工智能
学术领域
新能源科学与工程,电子工程,计算机工程
个人网站
电子邮件
lizg@cuhk.edu.cn
个人简介

李志刚,香港中文大学(深圳)理工学院助理教授。李教授分别于2011年、2016年在清华大学电机工程与应用电子技术系获工学学士与工学博士学位。李教授曾赴美国伊利诺伊理工大学与阿贡国家实验室从事研究工作(2014-2015),并曾任教于华南理工大学(2016-2024)。李教授曾获教育部自然科学一等奖1项、陕西省自然科学二等奖1项,获评清华大学研究生最高学术荣誉“学术新秀”、清华大学优秀博士学位论文。入选中国电机工程学会“青年人才托举工程”项目,2022、2023连续两年入选Elsevier中国高被引学者、全球前2%顶尖科学家榜单。已出版学术著作2部,发表SCI/EI论文107篇(含ESI高被引论文4篇),获得国内外发明专利授权16项。曾获2020年IEEE PES General Meeting最佳会议论文奖、2022年中国工程院高端论坛“紫金论电”最佳会议论文奖。

李教授是IEEE高级会员、中国电机工程学会高级会员、中国电工技术学会主动配电网及分布式电源专业委员会首届委员。担任IEEE Transactions on Sustainable EnergyIEEE Power Engineering LettersCSEE Journal of Power and Energy SystemsJournal of Modern Power Systems and Clean Energy等顶级期刊编委。研究兴趣包括能源互联网、低碳智能电网、可再生能源管理、最优化理论与人工智能等。

学术著作

关于李教授的完整著作清单,请见谷歌学术主页:https://scholar.google.com/citations?user=Ay7N3FAAAAAJ

 

2021年-2024年的代表性论文:

  1. Hongyuan Liang, Zhigang Li*, Mohammad Shahidehpour, Nianjie Tian, Youquan Jiang, J. H. Zheng, Jisong Zhu, “Deriving Sufficient Conditions for the Exact Relaxation of Complementarity Constraints in the Energy-Storage-Concerned Optimization Problems,” IEEE Transactions on Sustainable Energy, 2024.
  2. Shuhan Li, Zhigang Li*, Mohammad Shahidehpour, Wenjing Huang, J. H. Zheng, “Dispatchable Region for Distributed Renewable Energy Generation in Reconfigurable AC‒DC Distribution Networks with Soft Open Points,” Applied Energy, vol. 371, 123704, Oct. 2024.
  3. Zhigang Li, Yiru Chen, Zhaoxi Liu, J. H. Zheng, Q. H. Wu, “Reliability Assessment of Integrated Electricity and District Cooling Systems Considering Thermal Dynamics of Pipelines and Buildings,” International Journal of Electrical Power and Energy Systems, vol. 158, 109934, July 2024.
  4. Zhigang Li, Zijing Zhang, J. H. Zheng, “Data-Driven Robust Look-Ahead Power Dispatch with Preidentification of the Worst-Case Scenario Using Combined Multilayer Perceptron,” IET Renewable Power Generation, pp. 1-13, Feb. 2024.
  5. J. H. Zheng, Z. T. Liang, Yuanzheng Li, Zhigang Li*, Q. H. Wu, “Multi-agent Reinforcement Learning with Privacy Preservation for Continuous Double Auction Based P2P Energy Trading,” IEEE Transactions on Industrial Informatics, vol. 20, no. 4, pp. 6582-6590, Apr. 2024.
  6. Jinyu Yu, Zhigang Li*, Jiahui Zhang, Xiang Bai, Huaichang Ge, J. H. Zheng, and Q. H. Wu, “Efficient Contingency Analysis of Power Systems Using Linear Power Flow with Generalized Warm-Start Compensation,” International Journal of Electrical Power and Energy Systems, vol. 156, Feb. 2024.
  7. Yanqi Liu, Zhigang Li*, Wei Wei, Jiehui Zheng, “Data-Driven Dispatchable Regions with Potentially Active Boundaries for Renewable Power Generation: Concept and Construction,” IEEE Transactions on Sustainable Energy, vol. 13, no. 2, pp. 882-891, April 2022.
  8. Tong Zhang, Zhigang Li*, Qiuwei Wu, Shixian Pan, Q. H. Wu, “Dynamic Energy Flow Analysis of Integrated Gas and Electricity Systems using the Holomorphic Embedding Method,” Applied Energy, vol. 309, March 2022.
  9. Dapeng Chen, Zhaoxia Jing, Zhigang Li*, Hedong Xu, Tianyao Ji, “Exact Relaxation of Complementary Constraints for Optimal Bidding Strategy for Electric Vehicle Aggregators,” IET Renewable Power Generation, vol. 16, no. 12, pp. 2493-2507, Sept. 2022.
  10. Zhigang Li, Xinyu Liang, Fan Hu, Wen Xiong, Renbo Wu, J. H. Zheng, Q. H. Wu, “Stochastic Accelerated Alternating Direction Method of Multipliers for Hedging Communication Noise in Combined Heat and Power Dispatch,” CSEE Journal of Power and Energy Systems, vol. 9, no. 2, pp. 696-706, June 2023.
  11. Weiye Zheng, Zhigang Li*, Huansheng Zhou, “Efficient Robust Look-Ahead Dispatch Incorporating Critical Region Preparation in Gap Time”, IEEE Transactions on Power Systems, vol. 36, no. 5, pp. 4840-4843, Sept. 2021.
  12. Weiye Zheng, Yunhe Hou, Zhigang Li*, “A Dynamic Equivalent Model for District Heating Networks: Formulation, Existence and Application in Distributed Electricity-Heat Operation”, IEEE Transactions on Smart Grid, vol.12, no. 3, pp. 2685-2695, May 2021.