李志刚科研成果

更新日期：2024年1月4日 姓 名 李志刚 性 别 男 出生年月 籍贯 广东广州市 民 族 汉族 政治面貌 中国共产党党员 最后学历 博士研究生毕业 最后学位 工学博士 技术职称 副教授 导师类别 博、硕导 行政职务 Email lizg16{at}scut.edu.cn 工作单位 华南理工大学电力学院 邮政编码 510641 通讯地址 广州市天河区五山路381号华南理工大学电力学院 单位电话 个人主页 https://scholar.google.com/citations?user=Ay7N3FAAAAAJ 个人简介 清华大学工学博士，美国伊利诺伊理工大学、阿贡国家实验室访问学者，IEEE、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。获教育部自然科学一等奖、陕西省自然科学二等奖。入选广东省“珠江人才计划”青年拔尖人才项目、中国电机工程学会“青年人才托举工程”项目，入选2022年爱思唯尔中国高被引学者（电气工程）、全球前2%顶尖科学家榜单（2022、2023），获清华大学 “学术新秀”荣誉称号。主持国家自然科学基金项目、广东省自然科学基金项目、广州市科学研究计划项目等国家、省部级研究课题5项。已出版著作2部，发表SCI/EI论文97篇，包括ESI高被引论文3篇，被引3467次（Google Scholar），H指数26。已获得国内外发明专利授权15项。担任顶级期刊《IEEE Transactions on Sustainable Energy》、《CSEE Journal of Power and Energy Systems》等编委，以及多个国际著名期刊审稿人。研究兴趣为电力系统规划与运行、能源系统优化理论与应用、综合能源系统建模与分析、人工智能在电力能源系统中的应用等。欢迎电气、能源、电子、计算机、自动化、数学、物理等相关专业的优秀学生联系报考2024年硕/博士研究生！ 工作经历 2021年至今：华南理工大学 电力学院，副教授，博士生导师（破格）；2016年至今：华南理工大学 电力学院，副教授（破格）；2017年-2018年：清华大学 电力系统及发电设备控制和仿真国家重点实验室，高级访问学者。 教育经历 2011年-2016年：清华大学，电力系统及其自动化，工学博士（优秀毕业生、优秀学位论文）；2015年：美国阿贡国家实验室，能源系统部，访问科学家；2014年-2015年：美国伊利诺伊理工大学，国家公派联合培养博士研究生；2007年-2011年：清华大学，电气工程及其自动化，工学学士（优良毕业生）。 获奖、荣誉称号 【科技奖励与人才计划】1. 教育部自然科学技术一等奖；2. 陕西省自然科学二等奖；3. 2017年广东省“珠江人才计划”青年拔尖人才；4. 2017年中国电机工程学会“青年人才托举工程”；5. 2017年广东省普通高校青年创新人才项目。【学术编辑与同行评议】1. 《CSEE Journal of Power and Energy Systems》突出贡献编委（2022年、2021年）；2. 《CSEE Journal of Power and Energy Systems》优秀编委（2022年）3. 《CSEE Journal of Power and Energy Systems》优秀青年学科编委（2021年、2019年）；4. 《IEEE Transactions on Power Systems》年度优秀审稿人（2020年、2016年）;5. Best Reviewer for IEEE Transactions on Smart Grid（2018年）；6. Excellent Reviewer for MPCE（2019年）。7. 《中国电机工程学报》优秀审稿专家（2022年、2021年、2020年、2019年）；8. 《电力自动化设备》优秀审稿专家（2022年）；【其他荣誉】1. 入选爱思唯尔2022中国高被引学者（电气工程，中国大陆104人入选）；2. 入选全球前2%顶尖科学家榜单（年度：2022、2021，美国斯坦福大学发布）;3. 2021年IEEE PES General Meeting最佳会议论文奖；4. 清华大学“学术新秀”（清华研究生最高学术荣誉）；5. 清华大学优秀博士论文奖；6. 清华大学优秀博士毕业生；7. 北京市优秀博士毕业生。 社会、学会及学术兼职 【学术期刊编委】1. IEEE Transactions on Sustainable Energy（电气工程领域国际Top期刊，SCI一区），编委（Associate Editor）；2. CSEE Journal of Power and Energy Systems（SCI一区），编委（Associate Editor）、专题特邀主编、青年学科编委；3. Journal of Modern Power Systems and Clean Energy（SCI二区），编委（Associate Editor）;4. 《智慧电力》，青年编委。5. 《山东电力技术》，青年编委。【学术团体与组织】1. 中国电工技术学会主配配电网及分布式电源专业委员会，首届委员；2. 国家电网山东省电力公司电力科学研究院特聘专家；3. IEEE PES直流电力系统技术委员会（中国）直流输配电系统仿真技术分委会，常务理事；4. IEEE PES电力系统运行、规划与经济技术委员会（中国）综合能源系统运行、规划及商业模式技术分委会，理事；5. 国家自然科学基金评审专家、广东省自然科学基金评审专家;6. 清华大学学位论文评审专家；7. IEEE Senior Member；8. 中国电机工程学会高级会员；9. CIGRE（国际大电网委员会）成员。【学术会议与邀请报告】1. 分论坛特邀报告，中国电机工程学会2023能源创新青年论坛，成都，2023；2. 出版主席、特别分会主席，2023 3rd Power System and Green Energy Conference (PSGEC 2023)，上海，2023；3. 专题研讨会主席，2023 The 6th International Conference on Energy, Electrical and Power Engineering，广州，2023；4. 专题研讨会特邀报告，第七届中国工程院国际工程科技发展战略高端论坛暨第七届紫金论电国际学术研讨会，南京，2022；5. 青年论坛特邀报告，2022 IEEE 5th International Electrical and Energy Conference (CIEEC 2022)，南京，2022；6. 出版主席，2022 2nd Power System and Green Energy Conference (PSGEC 2022)，上海，2022；7. 特邀报告，2022 The 4th Asia Energy and Electrical Engineering Symposium，四川成都，2022；8. 国际技术委员会成员，2022 7th Asia Conference on Power and Electrical Engineering，浙江杭州，2022；9. 分会报告，The 1st Macao Conference on Smart City Technologies，澳门，2021；10. 技术委员会成员，分会主席，分会报告人，“Decentralized Solution to Combined Heat and Power Dispatch Considering Abnormal Communication Conditions”，5th IEEE Conference on Energy Internet and Energy System Integration（IEEE EI2 2021），山西太原，2021；11. 出版主席, 2021 Power System and Green Energy Conference (PSGEC 2021), 上海, 2021；12. 分会报告, The International Council on Electrical Engineering (ICEE) Conference 2021, 辽宁大连, 2021；13. 国际技术委员会成员, 2021 the 4th International Conference on Energy, Electrical and Power Engineering (CEEPE 2021), 重庆, 2021；14. 特别分会主席，6th Asia Conference on Power and Electrical Engineering (ACPEE 2021)，重庆，2021；15. 特别分会，“Data-Driven Dispatchable Region of Renewable Energy Generation in Power Systems”，2020 IEEE IAS Industrial and Commercial Power System Asia Technical Conference，山东青岛（线上），2020；16. “计及集中供热管网不确定性的电-热耦合系统鲁棒调度方法”，第七届电工学科青年学者学科前沿研讨会，安徽合肥，2020；17. “Operation Analysis and Optimization of Integrated Energy Systems”，清华大学深圳国际研究生院，深圳，2019；18. 能源互联配电网专题研讨会特邀报告，第六届电工学科青年学者学科前沿研讨会，广西南宁，2019；19. 技术委员会成员兼青年学者论坛主席，2018 International Conference on Power System Technology（IEEE PowerCon 2018），广州，2018；20. 专题研讨会特邀报告，2nd IEEE Conference on Energy Internet and Energy System Integration（IEEE EI2 2018），北京，2018；21. 重庆大学青年学者交流论坛，重庆，2018。 研究领域 目前的研究兴趣为电力系统规划与运行、能源系统优化理论与应用、综合能源系统建模与分析、人工智能在电力能源系统中的应用等。部分研究方向包括：1. 含高比例可再生能源的大电网调度与运行方法（1）可再生能源集群不确定性建模；（2）可再生能源可调度性分析方法；（3）考虑大规模可再生能源随机性的多时间尺度鲁棒调度方法；（4）多区域大电网分散式调度方法；（5）近似凸化最优潮流理论及其应用。2. 综合能源系统分析与优化调度（1）多能耦合系统联合调度方法；（2）多能耦合系统潮流分析与状态估计。3. 低碳电力能源技术。 科研项目 主持国家自然科学基金面上项目、国家自然科学基金青年项目（优秀结题1项）、广东省自然科学基金项目、广州市科学研究计划项目、国家重点实验室开放课题、中国电机工程学会“青年人才托举工程”项目、广东省普通高校青年创新人才项目等多个纵向课题。 发表论文 已发表SCI/EI等论文97篇，其中ESI高被引论文3篇。1. 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, 2023, accepted.2. 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. 2024.3. J. H. Zheng, M. M. Tao, Zhigang Li*, Q. H. Wu, Set-Based Group Search Optimizer for Stochastic Many-Objective Optimal Power Flow, Applied Science, 2023, accepted.4. J. H. Zheng, W. H. Wang, Zhigang Li*, Q. H. Wu, “Multi-layer double deep Q network for active distribution network equivalent modelling with internal identification for EV loads,” Applied Soft Computing, 2023, accepted.5. J. H. Zheng, Y. W. Guo, Zhigang Li*, Q. H. Wu, “Probability Confidence Correlation Analysis for Many-Objective Optimal Operation Considering a Set of Conflict Interests,” IET Renewable Power Generation, 2023, accepted.6. J. H. Zheng, Z. T. Liang, Zhigang Li*, Q. H. Wu, “Online Coal Consumption Characteristics Fitting for Daily Economic Dispatch Using a Data-Driven Hybrid Sequential Model”, Applied Energy, Vol. 341, July 2023.7. J. H. Zheng, W.T. Xiao, Zhigang Li*, Q. H. Wu, “Random fuzzy power flow analysis for power system considering the uncertainties of renewable energy and load demands,” International Transactions on Electrical Energy Systems, 2023, accepted.8. J. H. Zheng, J. C. Guo, Zhigang Li*, Q. H. Wu, “Optimal Design for a Multi-level Energy Exploitation Unit Based on Hydrogen Storage Combining Methane Reactor and Carbon Capture, Utilization and Storage,” Journal of Energy Storage, vol. 62, June 2023.9. Hongyuan Liang, Zhigang Li*, J. H. Zheng, Q. H. Wu, “Convexification of Hybrid AC-DC Optimal Power Flow with Line-Commutated Converters,” CSEE Journal of Power and Energy Systems, 2023, accepted.10. Zhigang Li, Wenjian Zheng, Junbo Zhao, J. H. Zheng, and Q. H. Wu, “Observability Analysis of Integrated Electricity and Heating Systems with Thermal Quasi-Dynamics in Pipelines,” CSEE Journal of Power and Energy Systems, 2022, accepted.11. Zhigang Li, Wenjing Huang, J. H. Zheng, Q. H. Wu, “Dispatchable Region for Active Distribution Networks Using Approximate Second-Order Cone Relaxation,” CSEE Journal of Power and Energy Systems, vol. 9, no. 6, pp. 1999-2007, Nov. 2023.12. 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 2022.13. 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 2022.14. 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. 2022.15. 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 2023.16. J. H. Zheng, C. Q. Wu, K. S. Xiahou, Zhigang Li*, Q. H. Wu, “A Variant of Newton-Raphson Method with Third-order Convergence for Energy Flow Calculation of the Integrated Electric Power and Natural Gas System,” IET Generation, Transmission & Distribution, vol. 16, no. 14, pp. 2766-2776, July 2022.17. 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. 2021.18. 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 2021.19. Xinyu Liang, Zhigang Li*, Wenjing Huang, Q. H. Wu, Haibo Zhang, “Relaxed Alternating Direction Method of Multipliers for Integrated Electrical and Heating System Coordination Hedging Communication Packet Loss”, Journal of Modern Power System and Clean Energy, vol. 8, no. 5, pp. 874-883, Sept. 2020.20. Wenjian Zheng, Zhigang Li*, Xinyu Liang, J. H. Zheng, Q. H. Wu, Fan Hu, “Decentralized State Estimation of Combined Heat and Power Systems Considering the Communication Packet Loss”, Journal of Modern Power System and Clean Energy, vol.8, no. 4, pp. 646-656, July 2020.21. Bin Huang, Zhigang Li*, Jiehui Zheng, Q. H. Wu, “Probabilistic Active Distribution Network Equivalence with Correlated Uncertain Injections for Grid Analysis”, IET Renewable Power Generation, vol. 14, no. 11, pp. 1964-1977, Aug. 2020.22. Huansheng Zhou, Zhigang Li*, Jiehui Zheng, Q. H. Wu, Haibo Zhang, “Robust Scheduling of Integrated Electricity and Heating System Hedging Heating Network Uncertainties”, IEEE Transactions on Smart Grid, vol.11, no.2, pp. 1543-1555, March 2020.23. Yanqi Liu, Zhigang Li*, Q. H. Wu, Haibo Zhang, “Real-time Dispatchable Region of Renewable Generation Constrained by Reactive Power and Voltage Profiles in AC Power Networks”, CSEE Journal of Power and Energy Systems, vol. 6, no. 3, pp. 528-536, Sept. 2020.24. Zhigang Li, “Closure to Discussion on ‘Approximate Linear Power Flow Using Logarithmic Transform of Voltage Magnitudes with Reactive Power and Transmission Loss Consideration’”, IEEE Trans. Power Syst., vol. 34, pp. 3985-3985, Sept. 2019.25. Xiaoya Shang, Zhigang Li*, Jiehui Zheng, Q. H. Wu, “Equivalent Modeling of Active Distribution Network Considering the Spatial Uncertainty of Renewable Energy Resources”, International Journal of Electrical Power & Energy Systems, vol. 112, pp. 83-91, Nov. 2019.26. Tong Zhang, Zhigang Li*, Q. H. Wu, Xiaoxin Zhou, “Decentralized State Estimation of Combined Heat and Power Systems Using the Asynchronous Alternating Direction Method of Multipliers”, Applied Energy, vol. 248, pp. 600-613, Aug. 2019.27. J. Huang, Z. Li*, and Q. H. Wu, “Fully decentralized multiarea reactive power optimization considering practical regulation constraints of devices”, International Journal of Electrical Power & Energy Systems, vol. 105, pp. 351-364, Feb. 2019.28. Z. Li, J. Yu, and Q. H. Wu, “Approximate linear power flow using logarithmic transform of voltage magnitudes with reactive power and power loss consideration”, IEEE Trans. Power Syst., vol. 33, pp. 4593-4603, July 2018.29. J. Huang, Z. Li*, and Q. H. Wu, “Coordinated dispatch of electric power and district heating networks: a decentralized solution using optimality condition decomposition”, Applied Energy, vol. 206, pp. 1508-1522, Nov. 2017.30. X. Shang, Z. Li*, T. Ji, P. Z. Wu, and Q. H. Wu, “Online Area Load Modelling in Power Systems Using Enhanced Reinforcement Learning”, Energies, vol. 11, p1852, Nov. 2017.31. Z. Li, W. Wu, B. Zeng, M. Shahidehpour, and B. Zhang, "Decentralized contingency-constrained tie-line scheduling for multi-area power grids," IEEE Trans. Power Syst., vol. 32, pp. 354-367, Jan. 2017.32. F. Qiu, Z. Li* and J. Wang, "A data-driven approach to improve wind dispatchability," IEEE Trans. Power Syst., vol. 32, pp. 421-429, Jan. 2017.33. Z. Li, W. Wu, M. Shahidehpour, and B. Zhang, "Adaptive robust tie-line scheduling considering wind power uncertainty for interconnected power systems," IEEE Trans. Power Syst., vol. 31, pp. 2701-2713, July 2016.34. Z. Li, F. Qiu and J. Wang, "Data-driven real-time power dispatch for maximizing variable renewable generation," Applied Energy, vol. 170, pp. 304-313, May 2016.35. Z. Li, W. Wu, J. Wang, B. Zhang, and T. Zheng, "Transmission-constrained unit commitment considering combined electricity and district heating networks," IEEE Trans. Sustain. Energy, vol. 7, pp. 480-492, April 2016. （ESI高被引论文）36. Z. Li, W. Wu, M. Shahidehpour, J. Wang, and B. Zhang, "Combined heat and power dispatch considering pipeline energy storage of district heating network," IEEE Trans. Sustain. Energy, vol. 7, pp. 12-22, Jan. 2016. （ESI高被引论文）37. Z. Li, W. Wu, B. Zhang, and B. Wang, "Decentralized multi-area dynamic economic dispatch using modified generalized benders decomposition," IEEE Trans. Power Syst., vol. 31, pp. 526-538, Jan. 2016.38. Z. Li, M. Shahidehpour, W. Wu, B. Zeng, B. Zhang, and W. Zheng, "Decentralized multiarea robust generation unit and Tie-Line scheduling under wind power uncertainty," IEEE Trans. Sustain. Energy, vol. 6, pp. 1377-1388, Oct. 2015.39. Z. Li, W. Wu, B. Zhang, and B. Wang, "Robust look-ahead power dispatch with adjustable conservativeness accommodating significant wind power integration," IEEE Trans. Sustain. Energy, vol. 6, pp. 781-790, July 2015.40. Z. Li, W. Wu, B. Zhang, and H. Sun, "Efficient location of unsatisfiable transmission constraints in look-ahead dispatch via an enhanced Lagrangian relaxation framework," IEEE Trans. Power Syst., vol. 30, pp. 1233-1242, May 2015.41. Z. Li, W. Wu, B. Zhang, and B. Wang, "Adjustable robust real-time power dispatch with large-scale wind power integration," IEEE Trans. Sustain. Energy, vol. 6, pp. 357-368, April 2015.42. Z. Li, W. Wu, B. Zhang, H. Sun, and Q. Guo, "Dynamic economic dispatch using Lagrangian relaxation with multiplier updates based on a Quasi-Newton method," IEEE Trans. Power Syst., vol. 28, pp. 4516-4527, Nov. 2013.43. 李舒涵，黄文靖，李志刚*，郑杰辉，含储能接入的三相配电网分布式可再生能源可调度域建模与计算，电网技术，2023，已录用。44. 潘世贤，李志刚*，郑杰辉，季天瑶，陈思思，基于重启动全纯函数嵌入的电力系统经济调度，广东电力，2022.10.01，35(10): 36-46。45. 李运龙，李志刚*，郑杰辉，考虑风电不确定性和相关性的多区域电网分布鲁棒经济调度，电力自动化设备，2021.08.01，41(8): 97-10446. 李志刚，吴文传，张伯明，消纳大规模风电的鲁棒区间经济调度（一）调度模式与数学模型，电力系统自动化，2014.10.25，38（20）：33~3947. 李志刚，吴文传，张伯明，消纳大规模风电的鲁棒区间经济调度（二）不确定集合构建与保守度调节，电力系统自动化，2014.11.10，38（21）：32~3848. 李志刚，吴文传，张伯明，孙宏斌，计及风电考虑离散化发电调节约束的在线滚动调度方法，电力系统自动化，2014.05.25，38（10）：36~4249. 李志刚，吴文传，张伯明，郭庆来，一种基于高斯罚函数的大规模无功优化离散变量处理方法，中国电机工程学报，2013.02.05，33（4）：68~7650. Haifeng Qiu, Zhigang Li, Hongjun Gao, Hung Dinh Nguyen, Veerapandiyan Veerasamy, Hoay Beng Gooi, “A Projection and Decomposition Approach for Multi-agent Coordinated Scheduling in Power Systems,” Journal of Modern Power Systems and Clean Energy, 2023, accepted.51. J. H. Zheng, Wenting Xiao, Cuiqing Wu, Zhigang Li, Lixiao Wang, Q. H. Wu, “A gradient descent direction based-cumulants method for probabilistic energy flow analysis of individual-based integrated energy systems,” Energy, vol. 265, pp. 126290, Feb. 2023.52. Meng Wang, J. H. Zheng, Zhigang Li, Q. H. Wu, “Multi-attribute decision analysis for optimal design of park-level integrated energy systems based on load characteristics,” Energy, vol. 254, pp. 124379, Sept. 2022.53. Qing-Hua Wu, Anjan Bose, Chanan Singh, Joe H. Chow, Gang Mu, Yuanzhang Sun, Zhaoxi Liu, Zhigang Li, and Yang Liu, “Control and stability of large-scale power systems with highly distributed renewable energy generation: viewpoints from six experts,” CSEE Journal of Power and Energy System, 2023, accepted.54. L.X. Wang, J.H. Zheng, Z. G. Li, Z. X. Jing, Q. H. Wu, “Order reduction method for high-order dynamic analysis of heterogeneous integrated energy systems,” Applied Energy, vol. 308, 2022.55. Q. H. Wu, Peng Zhu, L. X. Wang, C. Q. Wu, Jinyu Yu, Zhigang Li, J. H. Zheng, “A many-objective optimization method based on dimension reduction for operation of large-scale cooling energy system,” CSEE Journal of Power and Energy System, 2022, accepted.56. Ziqi Shen, Wei Wei, Tao Ding, Zhigang Li, Shengwei Mei, “Admissible Region of Renewable Generation Ensuring Power Flow Solvability in Distribution Networks,” IEEE Systems Journal, vol. 16, no. 3, pp 3982-3992, Sept. 2022.57. Weiye Zheng, Wenchuan Wu, Zhigang Li, Hongbin Sun, Yunhe Hou, “A Non-Iterative Decoupled Solution for Robust Integrated Electricity-Heat Scheduling Based on Network Reduction,” IEEE Trans. Sustain. Energy, vol. 12, no. 2, pp. 1473-1488, April 2021.58. Yinjie Qin, J. H. Zheng, Zhigang Li, Q. H. Wu, “Reduction of non-linear many objectives for coordinated operation of integrated energy systems,” International Journal of Electrical Power & Energy Systems, vol. 117, pp. 105657, May 2020.59. Changxu Jiang, Zhigang Li, J.H. Zheng, Q.H. Wu, Xiaoya Shang, “Two-level area-load modelling for OPF of power system using reinforcement learning,” IET Generation, Transmission & Distribution, vol. 13, no. 18, pp. 4141-4149, 2019.60. H. Zhou, J. Zheng, Z. Li, X. Zhou, Q. H. Wu, “Multi-stage Contingency-Constrained Co-Planning for Electricity-Gas Systems Interconnected with Gas-Fired Units and Power-to-Gas Plants Using Iterative Benders Decomposition”, Energy, vol. 180, no. 1, pp. 689-701, August 2019.61. Y. Kou, J. Zheng, Z. Li, and Q. H. Wu, “Many-objective Optimization for Coordinated Operation of Integrated Electricity and Gas Network”, Journal of Modern Power System and Clean Energy, accepted, 2018.62. Q. Chen, F. Wang, B. Hodge, J. Zhang, Z. Li, M. Shafie-khah, J. Catalao, “Dynamic Price Vector Formation Model Based Automatic Demand Response Strategy for PV-assisted EV Charging Stations”, IEEE Trans. Smart Grid, vol. 8, pp. 2903-2915, Nov. 2017.（ESI高被引论文）63. C. Lin, W. Wu, B. Zhang, B. Wang, W. Zheng, and Z. Li, "Decentralized reactive power optimization method for transmission and distribution networks accommodating Large-Scale DG integration," IEEE Trans. Sustain. Energy, vol. 8, pp. 363-373, Jan. 2017.64. R. Chen, H. Sun, Q. Guo, Z. Li, and B. Zhang, "A Generation-Interval-Based mechanism for managing the power generation uncertainties of variable generation," IEEE Trans. Sustain. Energy, vol. 7, pp. 1060-1070, July 2016.65. W. Zheng, W. Wu, B. Zhang, Z. Li, and Y. Liu, "Fully distributed multi-area economic dispatch method for active distribution networks," IET Generation, Transmission & Distribution, vol. 9, pp. 1341-1351, Sept. 2015.66. R. Chen, H. Sun, Q. Guo, Z. Li, T. Deng, W. Wu, and B. Zhang, "Reducing generation uncertainty by integrating CSP with wind power: An adaptive robust Optimization-Based analysis," IEEE Trans. Sustain. Energy, vol. 6, pp. 583-594, April 2015.67. 刘一兵，吴文传，张伯明，李正烁，李志刚，基于混合整数二阶锥规划的主动配电网有功-无功协调多时段优化运行，中国电机工程学报，2014.06.05，34（16）：583~594.68. 岑海凤，许苑，李涛，陈坤, 郑温剑，李志刚，基于线性化潮流的安全约束机组组合方法，电测与仪表，2020，已录用。69. 覃海，黄育松，沈冠全，黄俊，郑杰辉，李志刚，基于MATLAB平台的BPA数据快速准确转换方法，电测与仪表，2018.10，55（19）：79~8670. 章熙，贺先强，覃海，张通，郑杰辉，李志刚，一种基于电压静态稳定性的电力系统自复性指标，电测与仪表，2018.11，55（12）：9~1371. 覃海，姬源，周川梅，陈胜，黄锦波，郑杰辉，李志刚，计及控制设备动作次数约束的三阶段动态无功优化算法，电力自动化设备，2018.9，09：179-18672. Yanxun Gu, Jianbiao Li, Xubin Xing, Zhongqi Cai, Guofeng Deng, Tao Sun, Zhigang Li*, “Carbon Emission Flow Calculation of Power Systems Considering Energy Storage Equipment”, in 2023 8th Asia Conference on Power and Electrical Engineering (ACPEE), accepted.73. Yanxun Gu, Jiantian Chen, Sui Peng, Zhu Tong, Zeming Chen, Zhigang Li*, “Optimal Scheduling of Integrated Electricity-Gas Systems Considering Carbon Trading and Uncertain Pipeline Parameters,” in 2023 the 6th International Conference on Energy, Electrical and Power Engineering (CEEPE 2023), accepted.74. Kun Yang, Deshu Gan, Xiaoyan Guo, Tao Sun, Guofeng Deng, Zhigang Li*, “Flexible Allocation of Carbon Emissions Pertaining to Transmission Loss in Power System,” in 2023 the 6th International Conference on Energy, Electrical and Power Engineering (CEEPE 2023), accepted.75. Kun Chen, Kaiyuan Sun, Lin Lin, Sisi Chen, Meng Wang, Zhigang Li*, J. H. Zheng, “Steady-state Flow Analysis of District Heating System Using the Holomorphic Embedding,” in 2022 2nd Power System and Green Energy Conference (PSGEC 2022), accepted.76. Shixian Pan, Zhigang Li*, J. H. Zheng, “A Non-iterative Solution Method for DC Optimal Power Flow Based on Holomorphic Embedding,” in 2021 IEEE Conference on Energy Internet and Energy System Integration (EI2 2021), accepted.77. Xiaoguang Zhou, Yiru Chen, Yongzhao Lao, Renbo Wu, Jilin Wang, Lanqian Yang, Liye Wang, Zhigang Li*, “Optimal scheduling of integrated electricity and district cooling systems with ice storage,” in 2021 IEEE Conference on Energy Internet and Energy System Integration (EI2 2021), accepted.78. Wen Xiong, Lixiao Wang, Xianghui Liu, Zongshun Tang, Xiaoguang Zhou, Dongna Jiang, Yang Zhang, Peng Zhu, Zhigang Li*, “Multi-objective group search optimization of district cooling system considering both economic and efficiency aspects,” in 2021 IEEE Conference on Energy Internet and Energy System Integration (EI2 2021), accepted.79. Fan Hu, Fei Wang, Renbo Wu, Shusheng Wu, Kaile Wang, Chenhui Huang, Yiru Chen, Zhigang Li*, “Review on modeling and optimal scheduling in integrated energy systems,” in 2021 IEEE Conference on Energy Internet and Energy System Integration (EI2 2021), accepted.80. Fan Hu, Wen Xiong, Renbo Wu, Yongzhao Lao, Yunlong Li, Zhigang Li*, Jinyu Yu, “Decentralized Distributionally Robust Dispatch of Multi-Regional Power Systems Considering the Correlated Variable Wind Power,” in 2021 Power System and Green Energy Conference (PSGEC 2021).81. Yunlong Li, Zhigang Li*, Jiehui Zheng, Q. H. Wu, Haibo Zhang, “Distributionally Robust Economic Dispatch Considering the Uncertainty and Correlation of Wind Farm Outputs, ” 2020 IEEE Sustainable Power and Energy Conference (iSPEC), Nov. 2020.82. Tong Zhang, Zhigang Li*, J.H. Zheng, Q.H. Wu, Xiaoxin Zhou, “Power Flow Analysis of Integrated Gas and Electricity Systems Using the Fast and Flexible Holomorphic Embedding Method,” in Power and Energy Society General Meeting (PES), 2020 IEEE, 2020, pp. 1-5.（2020 IEEE PES General Meeting最佳会议论文）83. Wenjing Huang, Zhigang Li*, J. H. Zheng, Q. H. Wu, “Distributed Multi-Area Economic Dispatch Considering Reactive Power Using Critical Region Projection,” in Power and Energy Society General Meeting (PES), 2020 IEEE, 2020, pp. 1-5.84. Shixian Pan, Zhigang Li*, J. H. Zheng, Q. H. Wu, “On Convergence Performance and its Common Domain of the Fast and Flexible Holomorphic Embedding Method for Power Flow Analysis,” in Power and Energy Society General Meeting (PES), 2020 IEEE, 2020, pp. 1-5.85. Xinyu Liang, Zhigang Li*, J. H. Zheng, Q. H. Wu, Fan Hu, Wen Xiong, Li Wang, Shunqi Zeng, “Decentralized Combined Heat and Power Dispatch Using the Communication-Censored ADMM”, 2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2).86. J. Yu, Z. Li*, Y. Yu, T. Ji, Q. H. Wu, H. Zhang, “Approximate Linear Power Flow for VSC Based AC/DC Power Grid Using Logarithmic Transform of Voltage Magnitudes”, International Conference on Applied Energy 2019.87. J. Huang, Q. H. Wu, Z. Li*, J. H. Zheng, “Multi-objective Optimal Power Flow Problem Using DE-NSGA-III Algorithm”, 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia).88. Z. Li, W. Wu, B. Zhang, B. Wang, and H. Sun, "Dynamic economic dispatch with spinning reserve constraints considering wind power integration," in Power and Energy Society General Meeting (PES), 2013 IEEE, 2013, pp. 1-5.89. B. Huang, X. Shang, J. Zheng, Z. Li*, Q. H. Wu, and X. Zhou, “Electrical network equivalent modeling method with boundary buses interconnected,” in IEEE PES GTD Grand International Conference and Exposition Asia 2019.90. Tong Zhang, Zhigang Li*, Q. H. Wu, Xiaoxin Zhou, “Dynamic State Estimation of Combined Heat and Power System Considering Quasi-Dynamics of Temperature in Pipelines”, in 2018 IEEE PowerCon.91. Yuan Ji, Xi Zhang, Xiangdong Wang, Xiaoxu Huang, Bin Huang, J. H. Zheng, Zhigang Li*, “An Equivalent Modeling Method for Multi-port Area Load Based on the Extended Generalized ZIP Load Model”, in 2018 IEEE PowerCon.92. Jiongcheng Guo, Weisi Deng, Jiehui Zheng, Zhigang Li, “Optimal Capacity Configuration of Hydrogen Storage Systems Connecting the Electricity-Heat Network,” in 2023 IEEE IAS Industrial and Commercial Power System Asia, accepted.93. Yingjie Qin, Wenhao Wang, Jiehui Zheng, Zhigang Li, Q. H. Wu, “Hybrid double deep Q network for active distribution network equivalent modeling,” in 2023 IEEE IAS Industrial and Commercial Power System Asia, accepted.94. Yingjie Qin, J. H. Zheng, Zhigang Li, “Distribution network expansion planning with considering distributed generation and reliability index,” in 2021 IEEE Conference on Energy Internet and Energy System Integration (EI2 2021), accepted.95. C. X. Jiang, Zhigang Li*, J.H. Zheng, Q.H. Wu. Power system emergency control to improve short-term voltage stability using deep reinforcement learning algorithm. 2019 CIEEC, Beijing, China, 2019: 1872-1877.96. C. Lin, W. Wu, Z. Li, and B. Zhang, “Decentralized Economic Dispatch for Transmission and Distribution Networks via Modified Generalized Benders Decomposition,” in Power and Energy Society General Meeting (PES), 2017 IEEE.97. J. H. Zheng, Y. N. Kou, Z. Li, and Q. H. Wu, “Unscented Transformation-based Fast Scheduling Optimization for Large-Scale Unit Commitment Considering Uncertainties of Wind and Solar Power,” in Power and Energy Society General Meeting (PES), 2017 IEEE. 出版专著和教材 1. 李志刚 著，《消纳大规模风电的互联电网多维协同优化调度方法研究》，北京：清华大学出版社，2021年6月；2. 吴文传，李志刚，王中冠 著, 《可再生能源发电集群控制与优化调度》，北京：科学出版社，2020年3月。 科研创新 1. 李志刚，郑温剑，梁芯瑜，一种考虑通信丢包的分散式电-热耦合系统状态估计方法，中国发明专利，ZL202010729204.4，授权2. 李志刚，刘彦期，黄文靖，一种可再生能源发电可调度域计算方法，中国发明专利，ZL202010572305.5，授权3. 李志刚，郑伟业，侯云鹤，吴文传，孙宏斌，一种基于网络简化的分布式鲁棒电-热耦合系统调度的非迭代解耦方法，中国发明专利，ZL202110568689.8，授权4. 李志刚，周焕生，吴青华，一种计及热网不确定性的热电联合日前鲁棒经济调度方法，中国发明专利，ZL201910153484.6，授权5. 李志刚，张通，吴青华，胡帆，熊文，吴任博，周小光，劳永钊，一种基于全纯函数的电气联合网络动态仿真计算方法，中国发明专利，ZL202110743371.9，授权6. 李志刚，黄彬，吴青华，郑杰辉，一种考虑新能源随机性的主动配电网概率等值建模方法，中国发明专利，ZL201811472690.5，授权。7. 李志刚，于金雨，吴青华, 一种基于电压幅值对数变换的近似线性潮流计算方法，中国发明专利，ZL201810382585.6，授权。8. 郑伟业，李志刚，侯云鹤，朱继忠，朱浩昊，一种计及温度半动态特性的集中供热网络等值方法，中国发明专利，ZL202110515553.0，授权。9. 吴文传，张伯明，孙宏斌，王彬，郭庆来，李志刚，蔺晨晖，基于鲁棒联络线计划的多区域异步协调动态经济调度方法，中国发明专利，ZL201610742732.7，授权。10. 吴文传，张伯明，孙宏斌，王彬，郭庆来，李志刚，蔺晨晖，基于供热管网储热效益的热-电联合机组组合方法，中国发明专利，ZL2016106569994，授权。11. 吴文传，张伯明，孙宏斌，郭庆来，王彬，李志刚，蔺晨晖，基于供热管网储热效益的热-电联合优化调度方法，中国发明专利，ZL2016106570703，授权。12. 吴文传，张伯明，孙宏斌，王彬，郭庆来，李志刚，蔺晨晖，基于修正广义Benders分解的多区域分解协调动态经济调度方法，中国发明专利，ZL2016107507285，授权。13. 吴文传，张伯明，刘振铭，孙宏斌，王宁，李志刚，郭庆来，单克，王巍，黄文伟，陈恩黔，肖倩宏，考虑发电调节次数约束的在线滚动调度方法，中国发明专利，ZL2012104245117，授权。14. 吴文传，张伯明，孙宏斌，李志刚，郭庆来，电力系统在线滚动调度中不可行传输断面约束的辨识方法，中国发明专利，ZL201310439186.6，授权。15. W. Wu, B. Zhang, H. Sun, Z. Li, Q. Guo, “Method and device for identifying feasibility of transmission interface constraint in online rolling dispatching,” Patent #9721313, Issued on August 1, 2017. （美国发明专利） 教学活动 主讲多门英语授课专业课程，如电路（全英）（本科课堂教学质量优秀2次）、电路与电子技术（全英）、电工与电子技术（双语）。 指导学生情况 【本人指导研究生的特点】1. 研究方向与细节指导有机结合；2. 重视数理基础与专业素质培养，理论与实际问题结合；3. 做高质量的研究，研究成果多发表于高水平期刊或会议；4. 与国际一流研究团队密切合作，有广泛的出国深造与访学途径。迄今培养研究生14人，包括：高校任教2人，境外深造3人，电力企业任职8人，其他世界500强企业1人。1. 尚筱雅，2019届博士，广州航海学院任教；2. 黄锦波，2019届硕士，两次获硕士国家奖学金，广州供电局电力调度控制中心；3. 黄俊，2019届硕士，江苏省电力调度中心；4. 黄彬，2019届硕士，赴美国南卫理公会大学攻读博士学位；5. 江昌旭，2020届博士，福州大学任教；6. 周焕生，2020届博士，获博士国家奖学金，南方电网能源发展研究院；7. 刘彦期，2020届硕士，赴澳门大学攻读博士学位；8. 张通，2021届博士，赴英国卡迪夫大学从事博士后研究；9. 李运龙，2021届硕士，云南电网电力调度控制中心；10. 梁芯瑜，2021届硕士，中国能源建设集团广东省电力设计研究院；11. 潘世贤，2022届硕士，南方电网数字电网研究院；12. 黄文靖，2022届硕士，广州宝洁有限公司；13. 郑温剑，2022届硕士，国网福建省电力有限公司；14. 陈思思，2023届硕士，中国能源建设集团广东省电力设计研究院。 我的团队 所在团队为“智能能源网及其自动化”团队（团队负责人：吴青华），广东省第二批引进科研创新团队，2011年从英国利物浦大学引进；团队有核心成员12人（教授5人、副教授4人、讲师/助理教授3人），包括特聘教授1人；团队特聘顾问包括中国科学院院士1人。长期从事计算机智能和交叉学科在电力和能源系统的运行、控制及信息管理研究，主持和承担国家自然科学基金重点项目、973子课题、863子课题、广东省引进创新科研团队和国家自然科学基金项目等项目。 内容来自集群智慧云企服 实用新型专利1875代写全部资料全国受理