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清华大学电机系
清华大学电机系本科生
清华大学电机系研究生
清华大学电机系校友会
清华大学能源互联网创新研究院
Faculties
faculties
Faculties
Hongye Guo
Associate Professor, Department of Electrical Engineering
Research Interests
Power Market, Demand-Side Flexibility, Artificial Intelligence & Big Data Analytics
RM 3-203, West Main Building, Tsinghua University, Haidian District, Beijing, 100084
hyguo@tsinghua.edu.cn
010-62795767
- Introduction
- Professional Activity
- Research Projects
- Publications & Patents
- Teaching & Mentoring
Biography
Hongye Guo is an Associate Professor in the Department of Electrical Engineering at Tsinghua University and the Director of the Energy Trading Platform Research Laboratory at the Institute of Energy Internet Research Institute, Tsinghua University. His research focuses on power market, demand-side flexibility, artificial intelligence and big data analysis. He was selected for the Young Elite Scientists Sponsorship Programs of China Association for Science and Technology (CAST) and Beijing Association for Science and Technology (BAST), respectively. He serves as a Youth Expert in the Think Tank of the Digital Economy Committee of the China Energy Research Society, a Member of the Multilateral Trading Market Management Committee of Nei Mongol Electric Power, and a Youth Editorial Board Member of Journal iEnergy and Journal Electric Power Automation Equipment. He has been recognized as an Outstanding Contribution Expert by Journal Power System Technology and has received several honors, including the Excellent Doctoral Dissertation and Excellent Postdoctoral Fellow awards from Tsinghua University (awarded to 10 individuals annually). He has led 1 national-level funded project as a principal investigator and undertaken more than 10 projects funded by industrial companies. As a key researcher, he has participated in 5 major projects supported by the National Natural Science Foundation of China (NSFC) or the Ministry of Science and Technology, as well as 6 consulting projects commissioned by the National Development and Reform Commission (NDRC) and the National Energy Administration (NEA) related to power market construction. He has been awarded the First Prize of Energy Academic Innovation Award of China Energy Research Society (CERS), the Second Prize of Science and Technology Progress Award of China Electrotechnology Society (as the first contributor) and two Gold Medals with Congratulations of the Jury of the International Exhibition of Inventions of Geneva. He has participated in the formulation of one national standard related to demand response topics. He has published a total of 55 papers, including 41 as the first, second, or corresponding author, of which 22 papers have been indexed by SCI (20 in Q1 journals) and 51 papers have been indexed by EI. He holds 6 national invention patents and 5 software copyrights. Many of his papers have received awards.
Work Experience
Timescale |
Position |
| 2024.12-Now | Associate Professor, Department of Electrical Engineering, Tsinghua University, China |
2023.07-Now |
Director of Energy Trading Platform Research Lab, Institute of Energy Internet Research Institute, Tsinghua University, China |
2022.07-Now |
Assistant Professor, Department of Electrical Engineering, Tsinghua University, China |
2020.07-2022.07 |
Postdoc, Department of Electrical Engineering, Tsinghua University, China |
2015.08-2020.06 |
Ph.D. Student, Department of Electrical Engineering, Tsinghua University, China |
2019.04-2019.09 |
Visiting Doctoral Student, Illinois Institute of Technology, USA |
2018.07-2018.09 |
Visiting Doctoral Student, Stanford University, USA |
2011.08-2015.07 |
Bachelor Student, Department of Electrical Engineering, Tsinghua University, China |
Honors and Awards
1. Personal Awards
2024, Outstanding Mentor of the Student Research Training (SRT) Program, "Grand Prize", Tsinghua University
2023, Young Elite Scientists Sponsorship Program of China Association for Science and Technology (CAST) (2023-2025), supported by China Electrotechnical Society (CES)
2022, Young Elite Scientists Sponsorship Program of Beijing Association for Science and Technology (2022-2024), supported by China Energy Research Society
2022, Outstanding Postdoctoral Fellow, Tsinghua University (10 per year)
2020, Shui Mu Tsinghua Scholar, Tsinghua University
2020, Outstanding Doctoral Thesis, Tsinghua University
2020, YSEH Support Award, UN World Platform for Youth Sustainable Energy Projects
2019, National Scholarship for Doctoral Students
2. Research Awards
2023, Second Prize of Science and Technology Progress Award of China Electrotechnology Society (CES): "Real-time Monitoring and Control Platform for Dynamic Risks in Power Markets", Ranking: 1/10
2022, First Prize of Energy Academic Innovation Award of China Energy Research Society (CERS): "Multi-time-scale Demand Response Theory and Its Application", Ranking: 7/15
3. Patent Awards
2024, International Exhibition of Inventions of Geneva - Gold Medal with Congratulations of the Jury + Outstanding Innovation Award, "Edge Control Devices and Aggregation Platform for Urban-Level Virtual Power Plant", Ranking: 2/10
2023, International Exhibition of Inventions of Geneva - Gold Medal with Congratulations of the Jury, "Data-Driven Power Market Forecasting and Decision-making Technique and Platform", Ranking: 2/7
4. Paper Awards
The paper "Participation Mechanism of Energy Storage in Electricity Market: Status Quo and Prospect" was selected as one of the "Double High List" in the "Key Technology Direction of Energy Storage" of Automation of Electric Power Systems, awarded on 2024.02.
The paper "Primary Exploration of Six Essential Factors in New Power System" was selected as one of the outstanding papers (top 10 of the year) in Power System Technology in 2023, awarded on 2024.01.
The paper "Data-Driven Electricity Market Price Risk Evaluation Based on Price Elasticity Indicator" was awarded "Best Industrial Paper" of IEEE/IAS Industrial and Commercial Power System Asia, awarded on 2023.06.
The paper "Participation Mechanism of Energy Storage in Electricity Market: Status Quo and Prospect" was selected as the "Double High List" of "Direction of Energy Transformation from Electricity Perspective" in Automation of Electric Power Systems, awarded on 2023.09.
The paper "Key Scientific Problems and Research Framework for Carbon Perspective Research of New Power Systems" was selected as one of the outstanding papers (top 10 of the year) in Power System Technology in 2022, awarded on 2023.01.
The paper "Progress and Key Issues for Construction of Electricity Spot Market" was awarded the First Prize for Outstanding Paper of Automation of Electric Power Systems in 2021, awarded on 2023.01.
The paper "Key Issues of National Unified Electricity Market With Chinese Characteristics (2): Development Path, Trading Varieties and Policy Recommendations for Inter-regional and Inter-provincial Electricity Markets" was selected as one of the Outstanding Papers of Power System Technology in 2022, awarded on 2022.12.
The paper "Key Issues of National Unified Electricity Market With Chinese Characteristics (2): Development Path, Trading Varieties and Policy Recommendations for Inter-regional and Inter-provincial Electricity Markets" was selected as one of the "Top Academic Papers of Chinese Fine Science and Technology Journals (F5000)", awarded on 2021.12.
1. Professional Society Membership
IEEE Member, CIGRE Member
Member of Chinese Society of Electrical Engineering, Member of Chinese Society of Electrotechnology, Member of China Energy Research Society
2024, Member of the Multilateral Trading Market Management Committee of Nei Mongol Electric Power
2024, Youth Editorial Board Member of Journal iEnergy
2024, Youth Editorial Board Member of Journal Electric Power Automation Equipment
2023, Young Experts in the Think Tank of the Energy Digital Economy Specialized Committee of China Energy Research Society
2. Editorship of Special Issues/Sections
"Key Technology and Mechanism Design of Source-Load Interaction", Journal of Demand Side Management of Electric Power, Co-Editor-in-Chief, 2023
"Key Technology of New Power System: Theory and Supporting Technology of Power Market Transaction", Journal of Electric Power Automation Equipment, Co-Editor-in-Chief, 2023
"Virtual Power Plant Technology for New Power System", Journal of Demand Side Management, Co-Editor-in-Chief, 2022
3. Academic Activity Awards
Chinese EI-indexed Journal, Electric Power Automation Equipment, Excellence in Reviewing of 2024
Chinese EI-indexed Journal, Power System Technology, Outstanding Contribution Award of 2023
Chinese EI-indexed Journal, Electric Power Automation Equipment, Outstanding Contribution Award of 2023
Chinese EI-indexed Journal, Automation of Electric Power Systems, Excellence in Reviewing of 2023
Chinese EI-indexed Journal, Electric Power Automation Equipment, Excellence in Reviewing of 2023
Chinese EI-indexed Journal, Power System Technology, Outstanding Contribution Award of 2022
Chinese EI-indexed Journal, Electric Power Automation Equipment, Excellence in Reviewing of 2022
Chinese EI-indexed Journal, Power System Technology, Excellence in Reviewing of 2021
4. Participation and Organization of Academic Conferences
2024.12.22: Chengdu, China. The 10th Symposium on Frontiers of Electrical Engineering for Young Scholars, Oral Presentation: Market Participation of Energy Storage in New Power System: Optimal Strategies and Mechanism Challenges
2024.12.14: Beijing, China. The 4th Energy Conversion and Economics Annual Forum. Organization Committee Co-Chair. Panel Chair: Energy Storage Participation in Power Markets：Optimal Strategies and Mechanism Challenges.
2024.12.10: Beijing, China. 2024 China-US Academic Dialogue on Green Power Development. Topic 3: Electricity Market Design for Systems with High Share of Renewables. Host of Panel Discussion.
2024.11.23: Beijing, China. 2024 Youth Scientists' Salon on the New Power System with Renewable Energy as the Main Component, Oral Presentation: Participation of Renewable Energy in the Electricity Market: Current Challenges and Mechanism Innovations
2024.11.6: Gwangju, Korea. China-Korea Joint Forum on Power Systems for Carbon Neutrality, Conference Secretary. Oral Presentation: Development of China Carbon Market and Coupling Mechanism of Electricity-carbon Trading
2024.8.18: Nanjing, Jiangsu, China. 2024 Engineering Technology Forum of CAE & the 9th Purple Mountain Forum. Oral Presentation: Market-based interaction of supply and demand
2024.1.29: London, UK. Tsinghua-ICL Joint Seminar, Oral Presentation: Modelling and control of Industrial Consumers: A Virtual Power Plant Perspective
2023.12.17: Shenyang, Liaoning, China. Establishment Ceremony of the Committee on New Regulation Technologies and Ancillary Services in Power Systems of the China Energy Research Society. Oral presentation: Market Mechanism for Ancillary Services in the New Power System
2023.12.14: Beijing, China. China-Korea Joint Forum on Extremely High Renewable Energy Penetrated Power System under the Carbon Neutrality Target, Conference Secretary.
2023.11.11: Chengdu, Sichuan, China. 2023 Energy Innovation Youth Forum (Thematic Event of the 2023 Annual Conference of CSEE) , Panel Chair: Operation and Market of the New Power System
2023.10.27: Grenoble, France. ISGT-Europe, Session Chair: Simulation vs. Real world
2023.08.23: Beijing, China. Youth Forum of the Digital Energy Committee of the China Energy Research Society, Oral presentation: From Transaction Data to Strategy Core: A Data-Driven Research of Participant Behavior in Power Markets
2023.03.16: Wuhan, Hubei, China. Academic Annual Conference of the Power Market Committee of CSEE，Oral presentation: Synergistic Mechanism between Regulated Pricing and Competitive Pricing in Power Market Reform
2022.7.29: Beijing, China. Academic Annual Conference of the Power Market Committee of CSEE，Oral presentation: Role Positioning and Mechanism Design for Energy Storages in the Power Markets
1. Selected Academic Funds
1. Special Project of National Natural Science Foundation of China (NSFC): New Energy Supporting Market Linkage Characteristics and Its Interaction Mechanism for New Energy System (72342007), Duration: 2024.1-2027.12, Funding: 2,000,000 CNY, Role: Participant
2. Youth Project of National Natural Science Foundation of China (NSFC): Analysis and Modeling Methods of Industrial and Commercial Users' Energy Use Behavior Considering Physical and Social Characteristics (52107102), Duration: 2022.1-2024.12, Funding: 300,000 CNY, Role: P.I.
3. Key Project of National Natural Science Foundation of China (NSFC): Carbon Measurement Technology and Planning, Operation, and Trading Methods of Electric Power System under Carbon Perspective (52130702), Duration: 2022.1-2026.12, Funding: 3,000,000 CNY, Role: Participant
4. Project of Beijing Electrical Engineering Society: Research on Green Power Trading Mechanism and Green Power Consumption Guarantee Market Mechanism (20222001835), Duration: 2022.11-2023.12, Funding: 300,000 CNY, Role: P.I.
5. Joint Fund Project of National Natural Science Foundation of China (NSFC): Multi-type User Behaviour Modeling, Characterization and Interaction Optimization for Electricity Internet of Things (U2066205), Duration: 2021.1-2024.12, Funding: 2,540,000 CNY, Role: Participant
6. General Grant of China Postdoctoral Science Foundation: Analysis and Modelling Theory of Renewable Energy Trading Behavior with Data Mechanism Fusion (2021M691722), Duration: 2021.6-2022.6, Funding: 80,000 CNY, Role: P.I.
7. General Project of National Natural Science Foundation of China (NSFC): Research on Layout Optimization and Incentive Mechanism for Synergistic Development of Wind and Solar Power in China in the Medium and Long Term (71974109), Duration: 2020.1-2023.12, Funding: 495,000 CNY, Role: Participant
8. General Project of National Natural Science Foundation of China (NSFC): Theory and Methods of Energy Internet Operation with Effective Global Information Sharing and Peer-to-Peer Decentralized Decision Making (51777102), Duration: 2018.1-2021.12, Funding: 510,000 CNY, Role: Participant
2. International Collaboration Projects
1. National Natural Science Foundation of China (NSFC)-International (Regional) Cooperation and Exchange Project: Extremely High Percentage of Renewable Power System under Carbon Neutral Target (52381340167), Duration: 2023.7-2023.12, Funding: 148,000 CNY, Role: Participant
3. Government Consulting Projects
1. Research on Key Mechanisms for Deepening the Construction of National Unified Electricity Market—Research on Dispatch and Operation Mechanisms of Power Grids, Duration: 2024.7-2024.12, Role: Participant
2. Research on Power System Reform Mechanisms Adapted to New Power System, Duration: 2024.8-2024.9, Role: Participant
3. Research on Market Mechanisms for the Participation of New Market Entities in the Electricity Market, Duration: 2023.12-2024.7, Role: Participant
4. Research on Distribution Mechanisms Adapted to New Power System, Duration: 2023.12-2024.5, Role: Participant
5. Research on Consumer-Side Electricity Price Reform Adapted to New Power System, Duration: 2023.9-2024.3, Role: Participant
6. Research on the Pathways and Impacts of National Unified Electricity Market Construction, Duration: 2023.7-2023.12, Role: Participant
4. Industrial Projects
1. State Grid Corporation Science and Technology Project: Research on the Generator-Grid-Load Uncertainty Perception and Power Balance Analysis Indicator System, Duration: 2024.8-2026.12, Role: P.I. of Sub-project
2. NDRC Energy Research Institute Consulting Project: Research on High-Proportion Renewable Energy Power Market, Duration: 2024.7-2024.12, Role: P.I.
3. State Grid Corporation Science and Technology Project: Study on the Electricity Market Trading Mechanism and Key Technologies to Promote the Development and Utilization of Large Energy Bases under the Framework of the National Unified Electricity Market, Duration: 2024.7-2025.12, Role: P.I. of Sub-project
4. State Grid Corporation Science and Technology Project: Study on the market mechanism of wind-and-thermal benefits for the large base in deserts, Duration: 2024.7-2024.12, Role: Participant
5. Science and Technology Project of Three Gorges Corporation: Study on the Development Outlook of New Power System, Duration: 2023.7-2025.7, Role: Participant
6. State Grid Corporation Science and Technology Project: Research on Cost Analysis, Market Bidding Mechanism and Verification of New Power System Transformation, Duration: 2023.5-2025.7, Role: P.I. of Sub-project
7. State Grid Corporation Science and Technology Project: Research and Application of Flexible Demand Response Technology of Air-conditioning Load, Duration: 2023.5-2025.12, Role: Participant
8. Science and Technology Project of Shenzhen Power Supply Bureau Co., Ltd.: Research on the Design of Electricity Market Mechanism and Construction Implementation Plan Supporting Multi-Level Market Cooperation and Carbon Electricity Coupling, Duration: 2023.4-2025.4, Role: P.I.
9. State Grid Corporation Science and Technology Project: Research on Assessment Methods and Market Mechanisms for Flexible Ramping Products in New-Type Power Systems, Duration: 2023.1-2024.12, Role: P.I. of Sub-project
10. State Grid Corporation Science and Technology Project: Research on Key Technologies and Application of Flexible Ramping Product Market for New-Type Power System, Duration: 2023.1-2024.12, Role: Participant
11. State Grid Corporation Science and Technology Project: Research on Key Technologies for Decision Making and Simulation Evaluation Supporting Precise Load Management of New-Type Power Systems, Duration: 2022.10-2024.12, Role: P.I. of Sub-project
12. State Grid Corporation Science and Technology Project: Research on Cooperation of Large Energy Storage Cluster and Renewable Considering Multi-level Section Coupling Constraints, Duration: 2022.10-2024.12, Role: Participant
13. State Grid Science and Technology Project: Research on Trading Mechanism and Key Technologies of Power Balancing Groups in China, Duration: 2022.10-2024.12, Role: Participant
14. State Grid Science and Technology Project: Power Trading Simulation Model Construction and Demonstration Application for New-Type Power Systems, Duration: 2022.7-2024.7, Role: Participant
1. Monographs
1. Qixin Chen, Hongye Guo, Kedi Zheng, Yi Wang. Data Analytics in Power Markets, Springer, 2021, ISBN: 978-981-16-4974-5.
2. International Journal Papers
1. Cheng Feng, Kedi Zheng, Lanqing Shan, Hani Alers, Qixin Chen, Lampros Stergioulas, Hongye Guo*. Connection-aware P2P trading: Simultaneous trading and peer selection. Applied Energy, Volume 377, Part D, 2025, 124658.
2. Jinyu Liu, Hongye Guo*, Yun Li, Qinghu Tang, Fuquan Huang, Tunan Chen, Haiwang Zhong. Reinforcement Learning Based Bidding Framework with High-dimensional Bids in Power Markets. Journal of Modern Power Systems and Clean Energy. 2024. (accepted)
3. Kexin Li, Hongye Guo, Yong Tang, Songtai Yu, Cheng Feng, Qixin Chen. Modeling Strategic Behaviors of Renewable-storage Systems in Low-inertia Power Systems. Protection and Control of Modern Power Systems. 2024. (accepted)
4. Qinghu Tang, Hongye Guo, Kedi Zheng, and Qixin Chen. Forecasting individual bids in real electricity markets through machine learning framework. Applied Energy, 2024, 363, 123053.
5. Qixin Chen, Ruike Lyu, Hongye Guo*, Xiangbo Su. Real-Time Operation Strategy of Virtual Power Plants With Optimal Power Disaggregation Among Heterogeneous Resources. Applied Energy, 2024, 361, 122876.
6. Xichen Fang, Hongye Guo, Kedi Zheng, Shuangquan Liu, Qixin Chen. Real-time Capacity Cost Obligations Design in High-renewable Energy Markets. Renewable and Sustainable Energy Reviews, 2024, 191, 114103.
7. Kedi Zheng, Hongye Guo, Qixin Chen. A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information. IEEE Transactions on Power Systems, 2023, 38 (1), 278-289.
8. Ruike Lyu, Hongye Guo, Kedi Zheng, Mingyang Sun, Qixin Chen. Co-optimizing Bidding and Power Allocation of an EV Aggregator Providing Real-time Frequency Regulation Service. IEEE Transactions on Smart Grid, 2023.
9. Chuyi Li, Kedi Zheng, Hongye Guo, Chongqing Kang, Qixin Chen. Computation-Power Coupled Modeling for IDCs and Collaborative Optimization in ADNs. IEEE Transactions on Smart Grid, 2023, IEEE.
10. Yi Wang, Jiahao Ma, Ning Gao, Qingsong Wen, Liang Sun, Hongye Guo*. Federated fuzzy k-means for privacy-preserving behavior analysis in smart grids. Applied Energy, 2023, 331, 120396.
11. Hongye Guo, Qixin Chen, Mohammad Shahidehpour, Qing Xia, Chongqing Kang. Bidding behaviors of GENCOs under bounded rationality with renewable energy. Energy, 2022, 123793.
12. Xichen Fang, Hongye Guo, Xian Zhang, Xuanyuan Wang, Qixin Chen. An efficient and incentive-compatible market design for energy storage participation. Applied Energy, 2022, 311, 118731.
13. Qinghu Tang, Hongye Guo, Qixin Chen. Bidding strategy evolution analysis based on multi-task inverse reinforcement learning. Electric Power Systems Research, 2022, 212, 108286.
14. Kexin Li, Hongye Guo, Xichen Fang, Shuangquan Liu, Fei Teng, Qixin Chen. Market mechanism design of inertia and primary frequency response with consideration of energy market. IEEE Transactions on Power Systems, 2022.
15. Qinghu Tang, Hongye Guo, Qixin Chen. Multi-market bidding behavior analysis of energy storage system based on inverse reinforcement learning. IEEE Transactions on Power Systems, 2022, 37 (6), 4819-4831.
16. 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.
17. Hongye Guo, Qixin Chen, Qing Xia, Chongqing Kang, Deep Inverse Reinforcement Learning for Objective Function Identification in Bidding Models, IEEE Transactions on Power Systems, 2021, 36 (6), 5767-5779.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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.
23. 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.
24. 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.
25. 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.
26. 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.
3. International Conference Papers
1. Jinyu Liu, Hongye Guo*, Qixin Chen. Deep Differentiable Reinforcement Learning for Generic Energy Storage Day-Ahead Bidding with Transformer Neural Networks. 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA: IEEE; 2024, p. 1–5.
2. Ruike Lyu, Hongye Guo, Qixin Chen. Approximating energy-regulation feasible region of virtual power plants: a data-driven inverse optimization approach. 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA: IEEE; 2024, p. 1–5.
3. Aijia Luo, Ruike Lyu, Hongye Guo, Yuanji Cai, Qixin Chen. An Incentive-Compatible VPP Profit Allocation Model Considering the Operating Characteristics of Air Conditioning Loads. 2024 7th International Conference on Energy, Electrical and Power Engineering (CEEPE). 2024.
4. Lingjun Su, Ruike Lyu, Hongye Guo, Yuanji Cai, Qixin Chen. Coordinating Air Conditioning Load Clusters to Provide Frequency Regulation Using Setpoint Changes. 2024 7th International Conference on Energy, Electrical and Power Engineering (CEEPE). 2024.
5. Qinghu Tang, Hongye Guo, Feng Li, Zichao Sun, Qixin Chen*. A Marginal Power Generation Cost Estimation Method Based on Probability Interval Accumulation Considering Bounded Rationality. ISGT-Asia: IEEE PES Innovative Smart Grid Technologies - Asia. 2023.
6. Haotian Song, Qinghu Tang, Hongye Guo, Jianing Liu, Zhuo Su, Qixin Chen. Data-Driven Electricity Market Price Risk Evaluation Based on Price Elasticity Indicator. 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), IEEE; 2023, p. 467–472. (Best Industrial Paper)
7. Ruike Lyu, Hongye Guo, Yuanjie Zheng, Yunlong Bai, Qixin Chen. LSTN: A Linear Model of Industrial Production Process for Demand Response. 2023 IEEE PES Innovative Smart Grid Technologies(ISGT-EUROPE), IEEE; 2023, p. 1-5.
8. Shuo Yang, Hongye Guo, Χue Liu, Qingbiao Lin, Xichen Fang, Qixin Chen. Power Market Equilibrium Analysis based on Gradient Optimization Method. 2019 IEEE Sustainable Power and Energy Conference (iSPEC), Beijing, China: IEEE; 2019, p. 2211–6.
9. Xichen Fang, Yunhe Hou, Χue 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), Atlanta, GA, USA: IEEE; 2019, p. 1–5.
10. 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), Portland, OR: IEEE; 2018, p. 1–5.
11. Hongye Guo, Qixin Chen, Qing Xia, Junliu Zhang, Ming Li, Peng Zou. 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.
12. Wentao Liu, Hongye Guo, Jialong Li, Yuguo Chen, Qixin Chen. 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.
4. Chinese Journal Papers
1. Haiwang Zhong, Ning Zhang, Ershun Du, Hongye Guo, Yuanji Cai, Peng Wang, Hongchao Gao, Yaowang Li, Xue Liu, Chongqing Kang, Qing Xia. Planning, Operation and Market of New Power System: Research Progress and Practice[J]. Proceedings of the CSEE. 2024, 44(18): 7084-7104.
2. Xiaoyan Qiu, Hongye Guo, Qixin Chen, Yuanji Cai. Research on the Selection of Commercial Package Models in China’s Electricity Retail Market[J]. Price:Theory & Practice. 2024, (05): 92-96+222.
3. Xiangbo Su, Ruike Lu, Hongye Guo*, Qixin Chen. A Method for Optimal Selection of High-capacity lndustrial Users for Demand ResponseBased on Load Step Data Processing Mode[J]. China Electric Power, 2024, 1-12.
4. Hongye Guo, Kedi Zheng, Qinghu Tang, Xichen Fang, Qixin Chen. Data-driven Research on Electricity Markets: Challenges and Prospects[J]. Power System Automation,2023,47(01):200-215.
5. Xichen Tian, Hongye Guo, Kexin Li, Junling Huang, Qixin Chen. Power source planning method satisfying unit cost recovery constraints under market environment[J]. Electric Power Automation Equipment, 2023, 43(252-258).
6. Qixin Chen, Ruike Lu, Hongye Guo*, Hongjie Jia, Yi Ding, Yi Wang, Chongqing Kang. Electricity user behavior modeling for demand response: research status quo and applications[J]. Electric Power Automation Equipment, 2023, 43(23-37).
7. Liu Xue, Shuo Liu, Songtai Yu, Tian Sun, Hongye Guo*. Peak Load Regulation Capacity Compensation Mechanism for New Power System Flexibility Enhancement[J]. Grid Technology, 2023, 47(155-163).
8. Tianyu Zhang, Luo Wang, Yong Sun, Ao Yu, Kedi Zheng, Hongye Guo, Qixin Chen. Pricing strategy of shared energy storage and day-ahead optimization decision of park users based on Stackelberg game[J]. Electricity demand side management, 2023, 25(1-7).
9. Chongqing Kang, Ershun Du, Yaowang Li, Ning Zhang, Qixin Chen, Hongye Guo, Peng Wang. Key Scientific Problems and Research Framework for Carbon Perspective Research of New Power Systems[J/OL]. Power Grid Technology, 2022, 46(3): 821-833.
10. Qixin Chen, Ruike Lu, Qinghu Tang, Kexin Li, Hongye Guo*. Emergency Response of Electricity Market from Perspectives of Suspension of Spot Market in Australia[J]. Power System Automation, 2022, 46 (16): 214-223.
11. Liang Han, Weijing Zhang, Yuou Hu, Jing Zhang, Hongye Guo, Qixin Chen. Power system flexibility improvement scheme considering virtual power plant[J]. Power Demand Side Management, 2022, 24(4): 14-20.
12. Kexin Li, Hongye Guo, Qixin Chen. Integration and Collaboration of Electricity Market from Perspectives of Electricity Restriction Accident in California and Mechanism of Western Energy Imbalance Market in USA[J]. Power System Automation, 2021, 45(10): 1-8.
13. Qixin Chen, Xue Liu, Xichen Fang, Hongye Guo, Qingbiao Lin. Electricity Market Clearing Mechanism Considering Guaranteed Accommodation of Renewable Energy[J]. Power System Automation, 2021, 45(06): 26-33.
14. Qixin Chen, Xichen Fang, Hongye Guo, Xuanyuan Wang, Zhenglin Yang, Rongzhang Cao, Qing Xia et al. Progress and Key Issues for Construction of Electricity Spot Market[J]. Power System Automation, 2021, 45(06): 3-15.
15. Qixin Chen, Xichen Fang, Hongye Guo,Guannan He, Da Zhang, Qing Xia . Participation Mechanism of Energy Storage in Electricity Market: Status Quo and Prospect[J]. Power System Automation, 2021, 45(16): 14-28.
16. Yan Zhang, Qixin Chen, Hongye Guo, Yi Wang, En Lu et al. Equilibrium Analysis of Power Capacity Market Incorporating Investment Decision[J]. Power System Automation, 2020, 44(20): 11-18.
17. Qing Xia, Qixin Chen, Kai Xie, Bo Pang, Zhu Li, Hongye Guo. All rights reserved.Power market reform in China: Motivations, progress, and recommendations[J]. Grid Technology, 2020, 44(08): 2801-2808.
18. Qixin Chen, Weijing Zhang, Fei Teng, Hongye Guo, Xue Liu, Nan Jiang. Transmission Mechanisms and Coupling Approaches in European Transnational Electricity Markets[J]. Global Energy Internet, 2020, 3(05): 423-429.
19. Wang Kedao, Qixin Chen, Hongye Guo, Qing Xia. Mechanism Design and Trading Strategy for Capacity Contract of Energy Storage Towards Transactive Energy[J]. Power System Automation, 2018, 42(14): 54-60+90.
20. Hongye Guo, Qixin Chen, Haiwang Zhong, Yang Wang, Weijing Zhang, Qing Xia. Spot Market Mechanism Design and Path Planning Based on Standard Curve for Financial Delivery[J]. Power System Automation, 2017, 41(17): 1-8.
21. Hongye Guo, Qixin Chen, Qing Xia, Peng Zou. Flexible Ramping Product in Electricity Markets: Basic Concept, Equilibrium Model and Research Prospect[J]. Chinese Journal of Electrical Engineering, 2017, 37(11): 3057-3066+3361.
22. Hongye Guo, Qixin Chen, Qing Xia, Haihong Fan. Study on Mid-Term Electricity Load Forecast Considering Time Lag Effects of Economic Factors[J]. Grid Technology, 2016, 40(02): 514-520.
5. Participate in the Drafting of Technical Standards
1. National Technical Committee for Electric Power System Management and Information Exchange (SAC/TC 82). Technical specifications for power load management system. GB/T 15148-2024. 2024-04-25.
6. Authorized Patents
1. Qixin Chen, Yuxuan Gu, Hongye Guo, Kedi Zheng, Chongqing Kang, Qing Xia, Yuanbo Chen. A Simulation Method for Internal and External Characteristics of Lithium-Ion Batteries Based on Electrochemical Mechanisms, Date of authorisation: 2024.06.25, China, ZL202111446911.3
2. Qixin Chen, Yuxuan Gu, Hongye Guo, Kedi Zheng, Chongqing Kang, Qing Xia, Yuanbo Chen. A Real-time Estimation Method of Lithium Concentration on the Surface of Electrode Active Material of Lithium-ion Battery, Date of Authorisation: 2022.09.23, China, ZL202110728584.4
3. Qixin Chen, Yuxuan Gu, Hongye Guo, Kedi Zheng, Chongqing Kang, Qing Xia, Yuanbo Chen. A method for estimation of reactive ion flux and potential inside a lithium ion battery, Date of authorisation: 2022.09.20, China, ZL202110725759.6
4. Qixin Chen, Kedi Zheng, Yi Wang, Yuxuan Gu, Hongye Guo, Chongqing Kang, Qing Xia. Probabilistic prediction method and probabilistic prediction device for short-term load, Licence Date: 2022.07.01, China, ZL202010614204.X
5. Qixin Chen, Yuxuan Gu, Kedi Zheng, Hongye Guo, Chongqing Kang, Qing Xia. Acquisition method, acquisition device and electronic device of typical electricity consumption pattern of a user, Authorisation Date: 2022.05.06, China, ZL202010903047.4
6. Qixin Chen, Xichen Fang, Hongye Guo, Qing Xia, Chongqing Kang. Deviation pricing method and system for circumventing strategic behaviour of wind power in the spot market, License Date: 2022.04.08, China, ZL201910644571.1
7. Software Copyrights
1. Qixin Chen, Qinghu Tang, Hongye Guo, Kedi Zheng, Jinyu Liu, Yuanji Cai. Electricity Market Digital Twin Analysis Demonstration Platform Software v1.0, 2024, Softwritings Dengzhi No. 13344366.
2. Qixin Chen, Kedi Zheng, Hongye Guo, Qinghu Tang. Nodal Tariff Real-time Point Prediction and Interval Prediction Software V1.0, 2023, SoftWorks No. 11626089.
3. Qixin Chen, Xichen Fang, Hongye Guo, Kedi Zheng, Yuanji Cai. Real-time Capacity Price Accounting Software for High Percentage New Energy Systems V1.0, 2023, SoftWorks No. 13269171.
4. Qixin Chen, Chuyi Li, Hongye Guo, Kedi Zheng. Non-Invasive Load Identification Software for Industrial Large Users v1.0, 2023, SoftWorks DengZi No. 11086130.
5. Qixin Chen, Qinghu Tang, Hongye Guo, Kedi Zheng. Electricity spot market data tracking acquisition, parsing, storage and query software v1.0, 2022, Softwritings Dengzhi No. 10392531.
1. Undergraduate Courses
• 2024: Power Market Basic Theory, with Associate Professor Haiwang Zhong, 50 students
• 2024: Power System Prediction Techniques, with Professor Chongqing Kang, 50 students.
2. Graduates Advising
• Current Students
￮ Current Ph.D. Students (Co-Supervisor): Qinghu Tang, Ruike Lyv (awarded the National Scholarship for Ph.D. students), Chuyi Li, Yuanbo Chen, Jinyu Liu, and Jiuzhou Dong.
￮ M.S. Students: Xiangbo Su, Shuailong Zhang, Zhuoer Huang, Jinhang Li.
￮ M.S. Students (Co-Supervisor): Zhen Xu.
• Graduated Students
￮ Ph.D. Students (Co-Supervisor): Xichen Fang (awarded the National Scholarship for Ph.D. students), Kexin Li.
￮ M.S. Students (Co-Supervisor): Yan Zhang, Xichen Tian, Tianyu Zhang.
3. Undergraduate Supervision
• Undergraduate Graduation Design (Co-Supervisor): Xichen Fang, Yinuo Zheng, Qinghu Tang, Zhuoxu Chen, Wenjun Tang, Daiyan Li, Zhuoer Huang, Zongwei Wang, Jiuzhouou Dong, Jinyu Liu, Haotian Song, Hao Liu, Yan Shen.
4. Mentorship of Student Innovation Projects
• 2024-2025 Academic Year - Autumn Semester SRT Project: "Demand Response or Energy Storage? Cost-Benefit Analysis of Supply-Demand Balance in Future Power Systems", Participants: Ruoxu Chen, Yingrui Zhang, Xicheng Cha, Jiaxiang Zhang, Jiarui Li.
• 2023-2024 Academic Year - Autumn Semester SRT Project: "Virtual power plant construction and operation for flexible loads such as air conditioning", Participants: Yan Shen, Lingjun Su, Aijia Luo, Dongrui Li, Ran Lu, the project won the "Grand Prize" of the 42nd Challenge Cup of Tsinghua University (top 2 %).
• 2022-2023 Academic Year - Autumn Semester SRT Project: "Electricity Market Price Elasticity Risk Indicator Construction and Forecasting", Participants: Haotian Song, Min Yang, Mingyang Zhou, Kaiyuan Huang, Junhong Li.