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更新日期：2024年3月11日 姓 名 刘肇熙 性 别 男 出生年月 籍贯 民 族 政治面貌 最后学历 博士研究生 最后学位 工学博士 技术职称 教授 导师类别 博、硕导 行政职务 Email liuzhaoxi@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=jyJvqxkAAAAJ 个人简介 清华大学工学学士、硕士，丹麦技术大学工学博士，美国加州大学伯克利分校访问学者，电气与电子工程师协会（IEEE）高级会员，主要从事电力系统运行与安全研究。发表SCI/EI学术论文五十余篇，获授权发明专利两项。研究兴趣包括电力系统运行规划、新能源与分布式能源接入、电力系统安全与风险管理等。欢迎电气及相关专业的优秀学生联系报考研究生。 工作经历 2022年至今：华南理工大学电力学院，教授2018年-2022年：美国威斯康星大学密尔沃基分校，副研究员2015年-2017年：丹麦技术大学，博士后 教育经历 2012年-2015年：丹麦技术大学，电气工程，博士2014年：美国加州大学伯克利分校，访问学者2006年-2008年：清华大学，电气工程及其自动化，硕士2002年-2006年：清华大学，电气工程及其自动化，学士 获奖、荣誉称号 入选斯坦福大学2022、2023年发布全球前2%顶尖科学家榜单Outstanding Reviewer for the IEEE Transactions on Power Systems 2023Outstanding Reviewer for the IEEE Transactions on Power Systems 2022Outstanding Reviewer for the IEEE Transactions on Power Systems 2021Outstanding Reviewer for the IEEE Transactions on Power Systems 2020Outstanding Reviewer for the IEEE Transactions on Power Systems 2019Best Reviewer for the IEEE Transactions on Smart Grid 2019Outstanding Reviewer for the IEEE Transactions on Power Systems 2018Best Reviewer for the IEEE Transactions on Smart Grid 2018 社会、学会及学术兼职 IEEE Senior Member 研究领域 电力系统运行优化、电力系统可靠性分析、电力系统安全防护、电力系统风险分析与管理等。 发表论文 Z. Liu, W. Wei and L. Wang, “An Extreme Value Theory-Based Catastrophe Bond Design for Cyber Risk Management of Power Systems,” in IEEE Transactions on Smart Grid, 2022, vol. 13, no. 2, pp. 1516-1528.Z. Liu and L. Wang, “A Robust Strategy for Leveraging Soft Open Points to Mitigate Load Altering Attacks,” in IEEE Transactions on Smart Grid, 2022, vol. 13, no. 2, pp. 1555-1569.Z. Liu and L. Wang, “A Distributionally Robust Scheme for Critical Component Identification to Bolster Cyber-Physical Resilience of Power Systems,” in IEEE Transactions on Smart Grid, 2022, vol. 13, no. 3, pp. 2344–2356.Z. Chen, Z. Liu and L. Wang, “A modified model predictive control method for frequency regulation of microgrids under status feedback attacks and time-delay attacks,” in International Journal of Electrical Power and Energy Systems, 2021, vol. 137, pp. 1-12.L. Ma, L. Wang and Z. Liu, “Topology Identification of Distribution Networks Using A Split-EM based Data-Driven Approach,” in IEEE Transactions on Power Systems, 2022, vol. 37, no. 3, pp. 2019–2031.L. Chen, L. Ma, N. Liu, L. Wang and Z. Liu, “Parameter tampering cyberattack and event-trigger detection in game-based interactive demand response,” in International Journal of Electrical Power and Energy Systems, 2022, vol. 135, pp. 1–11.L. Ma, L. Wang and Z. Liu, “Self-organized Partition of Distribution Networks with Distributed Generations and Soft Open Points,” in Electric Power Systems Research, 2022, vol. 208, pp. 1–14.Z. Liu, W. Wei, L. Wang, C. Ten and Y. Rho, "An Actuarial Framework for Power System Reliability Considering Cybersecurity Threats," in IEEE Transactions on Power Systems, 2021, vol. 36, no. 2, pp. 851-864.Z. Liu and L. Wang, "Defense Strategy Against Load Redistribution Attacks on Power Systems Considering Insider Threats," in IEEE Transactions on Smart Grid, 2021, vol. 12, no. 2, pp. 1529-1540.Z. Liu and L. Wang, "Leveraging Network Topology Optimization to Strengthen Power Grid Resilience Against Cyber-Physical Attacks," in IEEE Transactions on Smart Grid, 2021, vol. 12, no. 2, pp. 1552-1564.Z. Liu and L. Wang, "FlipIt Game Model Based Defense Strategy Against Cyberattacks on SCADA Systems Considering Insider Assistance," in IEEE Transactions on Information Forensics and Security, 2021, vol. 16, pp. 2791-2804.Y. Zhang, L. Wang, Z. Liu and W. Wei, "A Cyber-Insurance Scheme for Water Distribution Systems Considering Malicious Cyberattacks," in IEEE Transactions on Information Forensics and Security, 2021, vol. 16, pp. 1855-1867.L. Ma, L. Wang and Z. Liu, " Multi-level trading community formation and hybrid trading network construction in local energy market," in Applied Energy, 2021, vol. 285, pp. 1-16.Y. Guo, L. Wang, Z. Liu and Y. Shen, "Reinforcement-Learning-based Dynamic Defense Strategy of Multistage Game Against Dynamic Load Altering Attack", in International Journal of Electrical Power and Energy Systems, 2021, vol. 131, pp. 1-13.P. Lau, L. Wang, Z. Liu, W. Wei and C. Ten, "A Coalitional Cyber-Insurance Design Considering Power System Reliability and Cyber Vulnerability," in IEEE Transactions on Power Systems, 2021, vol. 36, no. 6, pp. 5512-5524.Z. Liu, L. Wang and L. Ma, "A Transactive Energy Framework for Coordinated Energy Management of Networked Microgrids With Distributionally Robust Optimization," in IEEE Transactions on Power Systems, 2020, vol. 35, no. 1, pp. 395-404.X. Lu, Z. Liu, L. Ma, L. Wang, K. Zhou and N. Feng, "A Robust Optimization Approach for Optimal Load Dispatch of Community Energy Hub," in Applied Energy, 2020, vol. 259, pp. 1-13.X. Lu, Z. Liu, L. Ma, L. Wang, K. Zhou and S. Yang, "A Robust Optimization Approach for Coordinated Operation of Multiple Energy Hubs," in Energy, 2020, vol. 197, pp. 1-11.W. Hou, Z. Liu, L. Ma, and L. Wang, "A Real-Time Rolling Horizon Chance Constrained Optimization Model for Energy Hub Scheduling," in Sustainable Cities and Society, 2020, vol. 62, pp. 1–11.W. Zhong, L. Wang, Z. Liu and S. Hou, "Reliability Evaluation and Improvement of Islanded Microgrid Considering Operation Failures of Power Electronic Equipment," in Journal of Modern Power Systems and Clean Energy, 2020, vol. 8, no. 1, pp. 111-123.P. Lau, W. Wei, L. Wang, Z. Liu and C. Ten, "A Cybersecurity Insurance Model for Power System Reliability Considering Optimal Defense Resource Allocation," in IEEE Transactions on Smart Grid, 2020, vol. 11, no. 5, pp. 4403-4414.Z. Liu, Q. Wu, K. Ma, M. Shahidehpour, Y. Xue and S. Huang, "Two-Stage Optimal Scheduling of Electric Vehicle Charging based on Transactive Control," in IEEE Transactions on Smart Grid, 2019, vol. 10, no. 3, pp. 2948-2958.Z. Liu, Q. Wu, M. Shahidehpour, C. Li, S. Huang and W. Wei, "Transactive Real-time Electric Vehicle Charging Management for Commercial Buildings with PV On-site Generation," in IEEE Transactions on Smart Grid, 2019, vol. 10, no. 5, pp. 4939-4950.Z. Liu, Q. Wu, S. Oren, S. Huang, R. Li and L. Cheng, "Distribution Locational Marginal Pricing for Optimal Electric Vehicle Charging through Chance Constrained Mixed-Integer Programming," in IEEE Transactions on Smart Grid, 2018, vol. 9, no. 2, pp. 644-654.Z. Liu, Q. Wu, S. Huang, L. Wang, M. Shahidehpour and Y. Xue, "Optimal Day-ahead Charging Scheduling of Electric Vehicles through an Aggregative Game Model," in IEEE Transactions on Smart Grid, 2018, vol. 9, no. 5, pp. 5173-5184.Y. Wang, Q. Wu, R. Yang, G. Tao and Z. Liu, "H-infinite Current Damping Control of DFIG Based Wind Farm for Sub-Synchronous Control Interaction Mitigation," in International Journal of Electrical Power and Energy Systems, 2018, vol. 98, pp. 509-519.H. Zhao, Q. Wu, J. Wang, Z. Liu, M. Shahidehpour and Y. Xue, "Combined Active and Reactive Power Control of Wind Farms based on Model Predictive Control," in IEEE Transactions on Energy Conversion, 2017, vol. 32, no. 3, pp. 1177-1187.S. Huang, Q. Wu, L. Cheng, Z. Liu and H. Zhao, "Uncertainty Management of Dynamic Tariff Method for Congestion Management in Distribution Networks," in IEEE Transactions on Power Systems, 2016, vol. 31, no. 6, pp. 4340-4347.I. Graabak, Q. Wu, L. Warland and Z. Liu, "Optimal Planning of the Nordic Transmission System with 100% Electric Vehicle Penetration of Passenger Cars by 2050," in Energy, 2016, vol. 107, pp. 648-660.S. Huang, Q. Wu, L. Cheng and Z. Liu, "Optimal Reconfiguration-based Dynamic Tariff for Congestion Management and Line Loss Reduction in Distribution Networks," in IEEE Transactions on Smart Grid, 2016, vol. 7, no. 3, pp. 1295-1303.Z. Liu, Q. Wu, L. Christensen, A. Rautiainen and Y. Xue, "Driving Pattern Analysis of Nordic Region Based on the National Travel Surveys for Electric Vehicle Integration," in Journal of Modern Power Systems and Clean Energy, 2015, vol. 3, no. 2, pp. 180-189.S. Huang, Q. Wu, S. S. Oren, R. Li and Z. Liu, "Distribution Locational Marginal Pricing Through Quadratic Programming for Congestion Management in Distribution Networks," in IEEE Transactions on Power Systems, 2015, vol. 30, no. 4, pp. 2170-2178.Z. Liu, Q. Wu, A. H. Nielsen and Y. Wang, "Day-Ahead Energy Planning with 100% Electric Vehicle Penetration in the Nordic Region by 2050," in Energies, 2014, vol. 7, no. 3, pp. 1733-1749.S. Tang, Z. Liu and L. Wang, "Power System Reliability Analysis Considering External and Insider Attacks on the SCADA System," 2020 IEEE PES Transmission and Distribution Conference (T&D), Chicago, IL, 2020, pp. 1-5.R. Rao, Z. Liu, L. Wang, S. Hou and Y. He, "Improved Model Predictive Control for Mitigating False Data Injection on Cascaded H-Bridge Inverters," 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Macao, 2019, pp. 1-5.W. Gang, Z. Liu, L. Wang, B. Hu, K. Xie and J. Yan, "Integrated Response to Boost Distribution System Resilience Against Windstorms," 2019 IEEE Sustainable Power and Energy Conference (iSPEC), Beijing, China, 2019, pp. 2060-2065.J. Lei, Z. Liu, L. Ma and L. Wang, "A Transactive Energy Framework for Multi-Energy Management of Smart Communities," 2019 IEEE Sustainable Power and Energy Conference (iSPEC), Beijing, China, 2019, pp. 2176-2181.Y. Shen, L. Wang, J. P. Lau and Z. Liu, "A Robust Control Architecture for Mitigating Sensor and Actuator Attacks on PV Converter," 2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia), Bangkok, Thailand, 2019, pp. 970-975.Z. Liu, Q. Wu, S. Huang and H. Zhao, "Transactive Energy: A Review of State of the Art and Implementation," 12th IEEE PES PowerTech Conference, Manchester, UK, 2017, pp. 1-6.S. Huang, Q. Wu, H. Zhao and Z. Liu, "Geometry of Power Flows and Convex-relaxed Power Flows in Distribution Networks with High Penetration of Renewables," 3rd International Conference on Power and Energy Systems Engineering (CPESE), Kitakyushu, Japan, 2016, pp. 1-7.H. Zhao, Q. Wu, S. Huang and Z. Liu, "Study of Demand as Frequency Controlled Reserve in Nordic Power System," 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Xi’an, China, 2016, pp. 1180-1184.S. Huang, Q. Wu, Z. Liu and H. Zhao, "Sensitivity Analysis of Dynamic Tariff Method for Congestion Management in Distribution Networks," 2015 IEEE Power & Energy Society General Meeting, Denver, CO, 2015, pp. 1-6.S. Huang, Q. Wu, A. H. Nielsen, H. Zhao and Z. Liu, "Long Term Incentives for Residential Customers Using Dynamic Tariff," 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Brisbane, QLD, 2015, pp. 1-5.Z. Liu and Q. Wu, "EV charging analysis based on the National Travel Surveys of the Nordic Area," 2014 IEEE Power & Energy Society General Meeting, National Harbor, MD, 2014, pp. 1-6.S. Huang, Q. Wu, Z. Liu and A. H. Nielsen, "Review of Congestion Management Methods for Distribution Networks with High Penetration of Distributed Energy Resources," 2014 IEEE Innovative Smart Grid Technologies Europe (ISGT Europe), Istanbul, Turkey, 2014, pp. 1-6.Z. Liu, Q. Wu, A. H. Nielsen, J. Østergaard and Yi Ding, "Electricity Demand Profile with High Penetration of Heat Pumps in Nordic Area," 2013 IEEE Power & Energy Society General Meeting, Vancouver, BC, 2013, pp. 1-5. 科研创新 授权发明专利2项。 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11人（教授5人、副教授6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。