郭鸿业 - 清华大学 - 电机工程与应用电子技术系

个人简介

个人简历 2022.07至今：清华大学电机系，助理研究员 2020.07~2022.07：清华大学电机系，博士后 2015.08~2020.06：清华大学电机系电气工程，获工学博士学位 2011.08~2015.07：清华大学电机系电气工程及其自动化，获工学学士学位 2015年7月于清华大学电机工程与应用电子技术系本科毕业，获工学学士学位；2020年6月于清华大学电机工程与应用电子技术系博士毕业，获工学博士学位，获“清华大学优秀博士论文”；后从事博士后研究工作，获“2022年清华大学优秀博士后”；2022年7月博士后出站留校任教，任助理研究员。主持国自然青年基金、博后基金各1项，入选清华大学“水木学者”计划，获联合国世界青年可持续能源项目平台YSEH支持。参与国家自然科学基金委重点基金或科技部重点研发项目5项，参与国家发改委、国家能源局等部门委托的电力市场建设相关课题5项。发表论文30余篇，其中第一作者SCI论文12篇，第一作者EI论文5篇；出版英文专著1部，申请或授权专利7项。

近期论文

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著作情况 Qixin Chen, Hongye Guo, Kedi Zheng, Yi Wang. Data Analytics in Power Markets, Springer, 2021, ISBN: 978-981-16-4974-5. 国际期刊论文 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, 36 (6), 5684-5696. 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, 36 (6), 5767-5779. Hongye Guo, Qixin Chen, Mohammad Shahidehpour, Qing Xia, Chongqing Kang. Bidding behaviors of GENCOs under bounded rationality with renewable energy. Energy, 2022, 123793. 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, 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, 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, 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, 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, Mohammad Shahidehpour, Qing Xia, and Chongqing Kang. Bidding Behaviors of GENCOs under Bounded Rationality with Renewable Energy, Energy, 2022, accepted. 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, 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. 国内期刊论文康重庆, 杜尔顺, 李姚旺, 等. 新型电力系统的“碳视角”:科学问题与研究框架[J/OL]. 电网技术, 2022, 46(3): 821-833. DOI:10.13335/j.1000-3673.pst.2021.2550. 韩亮, 张维静, 胡娱欧, 等. 考虑虚拟电厂的电力系统灵活性提升方案研究[J]. 电力需求侧管理, 2022, 24(4): 14-20. 郭鸿业, 郑可迪, 唐庆虎, 等. 数据驱动的电力市场研究：挑战与展望[J]. 电力系统自动化, 2022, 暂无(暂无): 1-16. 李可昕, 郭鸿业, 陈启鑫. 从加州限电事故与美国 WEIM 机制看电力市场的融合协同[J]. 电力系统自动化, 2021, 45(10): 1-8. 陈启鑫, 刘学, 房曦晨, 等. 考虑可再生能源保障性消纳的电力市场出清机制[J]. 电力系统自动化, 2021, 45(06): 26-33. 陈启鑫, 房曦晨, 郭鸿业, 等. 电力现货市场建设进展与关键问题[J]. 电力系统自动化, 2021, 45(06): 3-15. 陈启鑫, 房曦晨, 郭鸿业, 等. 储能参与电力市场机制：现状与展望[J]. 电力系统自动化, 2021, 45(16): 14-28. 张妍, 陈启鑫, 郭鸿业, 等. 引入投资决策的电力容量市场均衡分析[J]. 电力系统自动化, 2020, 44(20): 11-18. 夏清, 陈启鑫, 谢开, 等. 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[J]. 电网技术, 2020, 44(08): 2801-2808. 陈启鑫, 张维静, 滕飞, 等. 欧洲跨国电力市场的输电机制与耦合方式[J]. 全球能源互联网, 2020, 3(05): 423-429. 王克道, 陈启鑫, 郭鸿业, 等. 面向可交易能源的储能容量合约机制设计与交易策略[J]. 电力系统自动化, 2018, 42(14): 54-60+90. 郭鸿业, 陈启鑫, 钟海旺, 等. 基于标准化金融交割曲线的现货市场建设路径设计[J]. 电力系统自动化, 2017, 41(17): 1-8. 郭鸿业, 陈启鑫, 夏清, 等. 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[J]. 中国电机工程学报, 2017, 37(11): 3057-3066+3361. 郭鸿业, 陈启鑫, 夏清, 等. 考虑经济因素时滞效应的月度负荷预测方法[J]. 电网技术, 2016, 40(02): 514-520. 国际会议论文 Yang S, Guo H, Liu K, Lin Q, Fang X, Chen Q. Power Market Equilibrium Analysis based on Gradient Optimization Method. 2019 IEEE Sustainable Power and Energy Conference (iSPEC), Beijing, China: IEEE; 2019, p. 2211–6. Fang X, Hou Y, Liu K, Guo H, Chen Q. Strategic Behaviors of Wind Generators in a Stochastic Joint Power Market Equilibrium. 2019 IEEE Power & Energy Society General Meeting (PESGM), Atlanta, GA, USA: IEEE; 2019, p. 1–5. Guo H, Chen Q, Xia Q, Yang S, Zou P. A Market-Power-Controlled Spot Market Clearing Mechanism Based on Residual Supply Index. 2018 IEEE Power & Energy Society General Meeting (PESGM), Portland, OR: IEEE; 2018, p. 1–5. Guo H, Chen Q, Xia Q, Zhang J, Li M, Zou P. Evaluating the impacts of VPPs on the joint energy and ancillary service markets equilibrium. 2017 IEEE Power Energy Society General Meeting, 2017, p. 1–5. Liu W, Guo H, Li J, Chen Y, Chen Q. Optimal bidding strategy for energy storage systems in energy and flexible ramping products markets. 2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia), Melbourne, Australia: IEEE; 2016, p. 776–80.