Personal Academic Homepage

Research Interests

• Power Markets
  • mechanism design
  • market simulation
  • equilibrium analysis
• Data-driven Analysis
  • bidding analysis
  • ASC analysis
  • load forecasting

Education

• Ph.D. in Electrical Engineering, Tsinghua University, China, 2015/8 - 2020/6
  
  • Visiting Student, Illinois Institute of Technology, U.S., 2019/4 - 2019/9
    
  • Visiting Student, Stanford University, U.S., 2018/7 - 2018/9
    
• B.E. in Electrical Engineering, Tsinghua University, China, 2011/8 - 2015/7
  
  • Visiting Student, University of Victoria, Canada, 2014/6 - 2014/8
    

Publications

International Journal Articles as First-Author

• Hongye Guo, Qixin Chen, Kedi Zheng, Qing Xia, Chongqing Kang, Forecast Aggregated Supply Curves in Power Markets based on LSTM Model, IEEE Transactions on Power Systems, 2021, early access.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang, Deep Inverse Reinforcement Learning for Reward Function Identification in Bidding Models, IEEE Transactions on Power Systems, 2021, early access.
• Hongye Guo, Michael R. Davidson, Qixin Chen, Da Zhang, Nan Jiang, Qing Xia, Chongqing Kang, Xiliang Zhang, Power market reform in China: Motivations, progress, and recommendations, Energy Policy, 2020, Volume 145, 111717.
• Hongye Guo, Qixin Chen, Yan Zhang, Liu Kai, Qing Xia, Chongqing Kang. Constraining the Oligopoly Manipulation in Electricity Market: A Vertical Integration Perspective. Energy, 2020, 194, 116877.
• Hongye Guo, Qixin Chen, Yuxuan Gu, Mohammad Shahidehpour, Qing Xia, Chongqing Kang. A Data-Driven Pattern Extraction Method for Analyzing Bidding Behaviors in Power Markets. IEEE Transactions on Smart Grid, 2019, 11 (4), 3509-3521.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang. Modeling Strategic Behaviors of Renewable Energy with Joint Consideration on the Energy and Tradable Green Certificate Markets. IEEE Transactions on Power Systems, 2019, 35(3): 1898-1910.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang. Electricity wholesale market equilibrium analysis integrating individual risk-averse features of generation companies. Applied Energy, 2019, 252: 113443.
• Hongye Guo, Qixin Chen, Xichen Fang, Kai Liu, Qing Xia, Chongqing Kang. Efficiency Loss for Variable Renewable Energy Incurred by Competition in Electricity Markets. IEEE Transactions on Sustainable Energy, 2019, 11 (3), 1951-1964.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang. Market Power Mitigation Clearing Mechanism Based on Constrained Bidding Capacities. IEEE Transactions on Power Systems, 2019, VOL.34, NO.6, P4817-4827.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang. Market equilibrium analysis with high penetration of renewables and gas-fired generation: An empirical case of the Beijing-Tianjin-Tangshan power system. Applied Energy, 2018, 227, 384-392.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang, Xian Zhang. A monthly electricity consumption forecasting method based on vector error correction model and self-adaptive screening method. International Journal of Electrical Power & Energy Systems, 2018, 95: 427-439.

International Journal Articles with Contributions

• Xichen Fang, Hongye Guo, Da Zhang, Qixin Chen, Cost recovery and investment barriers for renewables under market manipulation of thermal collusion, Applied Energy, Volume 285, 2021, 116487,

Chinese Journal Articles

• 陈启鑫,房曦晨,郭鸿业,王宣元,杨争林,曹荣章,夏清.电力现货市场建设进展与关键问题. 电力系统自动化,2021,45(06):3-15.
• 李可昕,郭鸿业,陈启鑫.从加州限电与美国WEIM机制看电力市场的融合协同. 电力系统自动化, 2021: 1-9
• 陈启鑫,刘学,房曦晨,郭鸿业,林庆标.考虑可再生能源保障性消纳的电力市场出清机制. 电力系统自动化,2021,45(06):26-33.
• 陈启鑫,张维静,滕飞,郭鸿业,刘学,姜楠,Goran Strbac.欧洲跨国电力市场的输电机制与耦合方式. 全球能源互联网,2020,3(05):423-429.
• 张妍,陈启鑫,郭鸿业,王一,卢恩.引入投资决策的电力容量市场均衡分析. 电力系统自动化,2020,44(20):11-18.
• 夏清,陈启鑫,谢开,庞博,李竹,郭鸿业.中国特色、全国统一的电力市场关键问题研究(2)： 我国跨区跨省电力交易市场的发展途径、交易品种与政策建议. 电网技术,2020,44(08):2801-2808.
• 王克道,陈启鑫,郭鸿业,夏清.面向可交易能源的储能容量合约机制设计与交易策略. 电力系统自动化,2018,42(14):54-60+90.
• 郭鸿业,陈启鑫,钟海旺,汪洋,张维静,夏清.基于标准化金融交割曲线的现货市场建设路径设计. 电力系统自动化,2017,41(17):1-8.
• 郭鸿业,陈启鑫,夏清,邹鹏.电力市场中的灵活调节服务:基本概念、均衡模型与研究方向. 中国电机工程学报,2017,37(11):3057-3066+3361.
• 郭鸿业,陈启鑫,夏清,范海虹.考虑经济因素时滞效应的月度负荷预测方法. 电网技术,2016,40(02):514-520.

Conference Articles

• Xichen Fang, Yunhe Hou, Kai Liu, Hongye Guo, Qixin Chen. Strategic Behaviors of Wind Generators in a Stochastic Joint Power Market Equilibrium// 2019 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2019: 1-5.
• Hongye Guo, Qixin Chen, Qing Xia, Shuo Yang, Peng Zou. A market-power-controlled spot market clearing mechanism based on residual supply index// 2018 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2018: 1-5.
• Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang. Evaluating the impacts of VPPs on the joint energy and ancillary service markets equilibrium// 2017 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2017: 1-5.