1. Professional Society Membership

• IEEE Senior Member; CIGRE Member.

• Member, Chinese Society for Electrical Engineering; Senior Member, China Electrotechnology Society; Member, China Energy Research Society.

• 2026–Present, Co-Chair, IEEE PES Task Force on System Modeling for Market Mechanism Design.

• 2025–Present, Associate Editor and Editorial Board Member, IEEE Transactions on Smart Grid.

• 2025–Present, Editorial Board Member, IEEE Power Engineering Letters.

• 2024–Present, Member, Multilateral Trading Market Management Committee of Inner Mongolia Electric Power.

• 2024–Present, Associate Editor and Youth Editorial Board Member, iEnergy.

• 2024–Present, Youth Editorial Board Member, Electric Power Automation Equipment.

• 2024–Present, Member, Youth Work Committee, China Energy Research Society.

• 2023–Present, Youth Expert, Think Tank of the Energy Digital Economy Specialized Committee, China Energy Research Society.

2. Editorship of Special Issues/Sections

• “Power Market and Green Finance,” Electric Power Construction, Co-Editor-in-Chief, 2025.

• “Innovative Coupling Mechanisms and Key Technologies for the National Unified Electricity Market,” Electric Power, Co-Editor-in-Chief, 2025.

• “Optimization and Simulation of the National Unified Electricity Market,” Power System Technology, Co-Editor-in-Chief, 2025.

• “Power System Operation Optimization and Market Mechanism Design for Carbon Emission Reduction,” Southern Power System Technology, Co-Editor-in-Chief, 2025.

• “Key Technology and Mechanism Design of Source-Load Interaction,” Power Demand Side Management, Co-Editor-in-Chief, 2023.

• “Key Technology of New Power System: Theory and Supporting Technology of Power Market Transaction,” Electric Power Automation Equipment, Co-Editor-in-Chief, 2023.

• “Virtual Power Plant Technology for New Power System,” Power Demand Side Management, Co-Editor-in-Chief, 2022.

3. Academic Activity Awards

• Automation of Electric Power Systems: Outstanding Reviewer, 2025 and 2023.

• Electric Power Automation Equipment: Outstanding Reviewer, 2025, 2024, 2023, and 2022; Outstanding Contribution Award, 2023.

• Power System Technology: Outstanding Contribution Award, 2023 and 2022; Outstanding Reviewer, 2021.

4. Participation and Organization of Academic Conferences

• 2026.07.22, IEEE Power & Energy Society General Meeting, Montreal, Canada: Chair, panel on “Electricity Markets in the Age of AI: Managing Complexity and Uncertainty.”

• 2026.05.14, Fifth Electric Power Construction Digital and Intelligent Transformation Conference & Expo, Jinan, China: Invited presentation on the transmission effects of contracts-for-difference mechanisms for renewable energy.

• 2026.01.22–23, China–U.S. Dialogue on Low-Carbon Power Development, Guangzhou, China: Convenor and Session Chair.

• 2026.01.19, IEEE PES International Meeting, Hong Kong, China: Chair, panel on reinventing future electricity markets with AI.

• 2025.11.23, Seventh Southeast Power Economics Forum, Nanjing, China: Oral presentation on market-based capacity-adequacy mechanisms for the new power system.

• 2025.11.20, Third China Electrical Engineering Conference, Hangzhou, China: Session Convener and roundtable participant, Forum for Young Scholars on New Power Systems.

• 2025.11.08, CASFIS–SIPTA Forum, Beijing, China: Session Chair, “Systems Innovation for a Sustainable and Resilient Energy Future.”

• 2025.10.31, Sixth International Forum on New Power Systems, Boao, China: Moderator, Power Market Sub-Forum roundtable.

• 2025.09.28, Seminar on the Development of Shanxi Province’s Electricity Spot Market, Taiyuan, China: Roundtable panelist.

• 2025.09.26, Ninth Forum on Renewable Energy Grid Integration Technologies and Policies, Beijing, China: Invited talk on negative electricity prices under high renewable penetration.

• 2025.09.11, Autumn Forum on Power Markets, Hangzhou, China: Plenary presentation on negative electricity prices under high renewable penetration.

• 2025.07.31, IEEE Power & Energy Society General Meeting, Austin, USA: Panel presentation on electricity-market responses to extreme weather.

• 2025.06.06, Annual Conference of the Power Market Committee of the Chinese Society for Electrical Engineering, Dalian, China: Oral presentation on causes and policy responses to negative electricity prices.

• 2025.05.11, Interdisciplinary Forum Academic Exchange Conference, Nanjing, China: Oral presentation on identifying and modeling industrial load using smart-meter data.

• 2025.04.10, Thirteenth Energy Storage International Conference and Expo, Beijing, China: Distinguished expert, opening high-level dialogue.

1. Selected Academic Funds

• 2025.08–2029.07, National Major Science and Technology Project on Smart Grids, “Key Technologies for Simulation and Analysis of the National Unified Electricity Market”; Subproject 2, “Bidding Decision Simulation Technology for Market Participants in the National Unified Electricity Market,” Subproject Lead.

• 2024.01–2027.12, Special Project of the National Natural Science Foundation of China, “New Energy Supporting Market Linkage Characteristics and Its Interaction Mechanism for New Energy System,” Participant.

• 2022.01–2024.12, Youth Project of the National Natural Science Foundation of China, “Analysis and Modeling Methods of Industrial and Commercial Users’ Energy-Use Behavior Considering Physical and Social Characteristics,” Project Lead.

• 2022.01–2026.12, Key Project of the National Natural Science Foundation of China, “Carbon Measurement Technology and Planning, Operation, and Trading Methods of Electric Power Systems under a Carbon Perspective,” Participant.

• 2022.11–2023.12, Beijing Electrical Engineering Society Project, “Research on Green Power Trading Mechanisms and Green Power Consumption Guarantee Market Mechanisms,” Project Lead.

• 2021.01–2024.12, Joint Fund Project of the National Natural Science Foundation of China, “Multi-Type User Behavior Modeling, Characterization, and Interaction Optimization for the Electricity Internet of Things,” Participant.

• 2021.06–2022.06, General Grant of the China Postdoctoral Science Foundation, “Analysis and Modeling Theory of Renewable-Energy Trading Behavior with Data–Mechanism Fusion,” Project Lead.

2. International Collaboration Projects

• 2023.07–2023.12, National Natural Science Foundation of China International Cooperation and Exchange Project, “Extremely High Percentage of Renewable Power System under the Carbon-Neutrality Target,” Participant.

3. Government Consulting Projects

• 2026.06–2026.11, National Development and Reform Commission, “Research on Improving the Institutional Framework for Interprovincial and Interregional Electricity Trading,” Project Lead.

• 2026.04–2026.06, National Energy Administration, “Quantitative Analysis and Evolutionary Trends of Negative Electricity Prices,” Project Lead.

• 2025.05–2025.12, National Development and Reform Commission, “Research on the Standardized Construction and Evaluation System of the National Unified Electricity Market,” Project Lead.

• 2024.10–2024.11, National Energy Administration, “Research on Key Issues in Direct Connection of Green Electricity,” Project Lead.

4. Industrial Projects

• 2025.10–2026.12, State Grid Corporation of China Headquarters Science and Technology Project, “Price-Cap Mechanisms and Supply-Security and Price-Stabilization Mechanisms for Power Markets Adapted to New Power Systems,” Subproject Lead.

• 2025.04–2025.08, China Huaneng Group Science and Technology Project, “Power-Market Development for New Power Systems during the Fifteenth Five-Year Plan,” Project Lead.

• 2024.11–2026.12, Electric Power Research Institute of China Southern Power Grid Science and Technology Project, “Aggregation and Regulation of Electricity Resources and Demand-Side Trading Mechanisms under the New Load Management System,” Project Lead.

• 2024.11–2026.12, State Grid Jiangxi Electric Power Company Science and Technology Project, “Enhanced Air-Conditioning Load Sensing and Assessment of Adjustable Potential,” Project Lead.

• 2024.10–2025.03, Hitachi China Research Institute Science and Technology Project, “Optimization of Virtual Power Plant Participation in Power-Market Trading,” Project Lead.

• 2024.09–2026.12, State Grid Shanxi Electric Power Research Institute Project, “Capacity-Adequacy Mechanisms and Key Technologies for New Power Systems: Capacity Market,” Subproject Lead.

• 2024.07–2024.12, Energy Research Institute of the National Development and Reform Commission Consulting Project, “High-Penetration Renewable-Energy Power Markets,” Subproject Lead.

• 2023.07–2025.07, China Three Gorges Corporation Science and Technology Project, “Development Outlook for New Power Systems under the Dual-Carbon Goals,” Subproject Lead.

• 2023.04–2025.04, Shenzhen Power Supply Bureau of China Southern Power Grid Science and Technology Project, “Electricity-Market Mechanisms and Implementation Plans Supporting Multi-Level Market Coordination and Electricity–Carbon Coupling,” Project Lead.

• 2022.10–2024.12, State Grid Corporation of China Headquarters Science and Technology Project, “Decision-Making and Simulation-Evaluation Technologies Supporting Precise Load Management in New Power Systems,” Subproject Lead.

1. Overview

Hongye Guo has published more than 80 papers, including 27 papers as first author or corresponding author in leading international journals. He has authored or contributed to three monographs, participated in the drafting of two national standards, and holds 13 authorized Chinese invention patents and 10 software copyrights. Representative achievements have received national and professional-society awards, international invention gold medals, annual best-paper honors, and F5000 recognition. The selections below emphasize recent work, first-author and corresponding-author contributions, highly regarded journals and conferences, and award-winning publications.

2. Monographs

[1] Contributing author. Construction and Operation of the National Unified Electricity Market. Edited by Beijing Power Exchange Center. China Electric Power Press, 2025. ISBN 978-7523901939.

[2] Cheng Feng, Hongye Guo, Kedi Zheng, et al. Cyber-Physical Virtual Power Plants: Modeling, Operation, and Control. Springer Nature, 2025. ISBN 978-9819653577.

3. International Journal Papers

[1] Ruike Lyu, Anna Li, Jianxiao Wang, ... Hongye Guo*, et al. Industrial overcapacity can enable seasonal flexibility in electricity use. Nature Energy, 2026, early access.

[2] Chuyi Li, Kedi Zheng, Pedro P. Vergara, ... Hongye Guo*, et al. Aggregating DER uncertainty: Minkowski sum under joint chance constraints. IEEE Transactions on Smart Grid, 2026, early access.

[3] Chuyi Li, Kedi Zheng, Pedro P. Vergara, ... Hongye Guo*. A projection method for aggregating large-scale DERs with heterogeneity. IEEE Transactions on Smart Grid, 2026, early access.

[4] Mengshu Shi, Peilin Xie, Lujin Yao, ... Hongye Guo*, et al. Electricity–hydrogen coupled energy-storage bilevel optimization for offshore wind-powered zero-carbon port microgrids considering multiple uncertainties. Applied Energy, 2025, 401(A): 126672.

[5] Ruike Lyu, Xiangbo Su, Ershun Du, ... Hongye Guo*, et al. Efficient scheduling of discrete industrial processes through continuous modeling. IEEE Transactions on Smart Grid, 2025, 16(6): 4726–4740.

[6] Yuanbo Chen, Hongye Guo*, Chongqing Kang, et al. Grid-forming battery storage: Enabling renewable-dominant power systems for a sustainable future. IEEE Energy and Sustainable Magazine, 2025, 1(2): 17–31.

[7] Qinghu Tang, Hongye Guo*, Daniel S. Kirschen, et al. Understanding bidding strategies of intermittent renewables in negative price environments: A theoretical and empirical analysis. Advances in Applied Energy, 2025, 17: 100209.

[8] Yuanbo Chen, Kedi Zheng, Cheng Feng, ... Hongye Guo*, et al. Optimal grid-forming BESS management incorporating internal battery physics. Applied Energy, 2025, 385: 125448.

[9] Cheng Feng, Kedi Zheng, Lanqing Shan, ... Hongye Guo*. Connection-aware P2P trading: Simultaneous trading and peer selection. Applied Energy, 2025, 377: 124658.

[10] Jinyu Liu, Hongye Guo*, Yun Li, et al. Reinforcement learning-based bidding framework with high-dimensional bids in power markets. Journal of Modern Power Systems and Clean Energy, 2025, 13(4): 1373–1382.

[11] Ruike Lyu, Hongye Guo*, Goran Strbac, et al. Data-driven dimension reduction for industrial-load modeling using inverse optimization. IEEE Transactions on Smart Grid, 2025, 16(3): 2695–2698.

[12] Ruike Lyu, Hongye Guo*, Qinghu Tang, et al. Production scheduling identification: An inverse-optimization approach for industrial-load modeling using smart-meter data. IEEE Transactions on Smart Grid, 2025, 16(2): 1207–1220.

[13] Hongye Guo, Qixin Chen, Mohammad Shahidehpour, et al. Bidding behaviors of GENCOs under bounded rationality with renewable energy. Energy, 2022, 250: 123793.

[14] Hongye Guo, Qixin Chen, Kedi Zheng, et al. Forecast aggregated supply curves in power markets based on an LSTM model. IEEE Transactions on Power Systems, 2021, 36(6): 5767–5779.

[15] Hongye Guo, Michael R. Davidson, Qixin Chen, et al. Power-market reform in China: Motivations, progress, and recommendations. Energy Policy, 2020, 145: 111717.

4. International Conference Papers

[1] Jinyu Liu, Feiran Yun, Zhen Xu, ... Hongye Guo*, et al. Price-simulation-oriented forecasting of individual bidding behaviors in electricity markets. IEEE PES General Meeting, Montreal, Canada, 2026, accepted.

[2] Jiaxiang Zhang, Ruike Lyu, Xiaohui You, ... Hongye Guo*. When will real-time pricing significantly outperform time-of-use pricing? IEEE PES International Meeting, Hong Kong, China, 2025, accepted.

[3] Jiarui Li, Ruike Lyu, Yingrui Zhang, ... Hongye Guo*. Value-based industrial load shedding with supply-chain coordination reduces electricity cost. IEEE PES International Meeting, Hong Kong, China, 2025, accepted.

[4] Xue Liu, Songtai Yu, Shuo Liu, ... Hongye Guo*, et al. Modeling strategic behaviors of GenCos with joint consideration of spot and medium- and long-term electricity markets. IEEE PowerTech, Kiel, Germany, 2025.

[5] Qixing Liu, Ruike Lyu, Zhe Zhai, ... Hongye Guo*. Integrating fast-response capability into virtual power-plant operation for ancillary services. IEEE PowerTech, Kiel, Germany, 2025.

[6] Yan Shen, Ruike Lyu, Hongye Guo*, et al. An improved modeling method for electrolytic aluminum loads considering thermal balance and flexible-regulation cost. IEEE International Conference on Power System and Smart Grid Technologies, Chongqing, China, 2025. Best Presentation.

[7] Ruoxu Chen, Zhuofan Tang, Ruike Lyu, ... Hongye Guo*. Combining AI and simulation to assess building demand-response potential at scale. IEEE International Conference on Advances in Electrical, Electronics and Computing Technology, Guangzhou, China, 2025: 1–6. Best Presentation.

[8] Yuanbo Chen, Yinxiao Li, Kedi Zheng, ... Hongye Guo*. Unveiling thermal-sensitive BESS cost through coordinated energy–temperature management. IEEE Power & Energy Society General Meeting, Austin, USA, 2025.

[9] Jiuzhou Dong, Shuailong Zhang, Nan Jiang, ... Hongye Guo*, et al. Allocating capacity cost while maximizing social welfare: A Ramsey-pricing approach. IEEE Power & Energy Society General Meeting, Austin, USA, 2025.

[10] Jinyu Liu, Hongye Guo*, Qixin Chen. Deep differentiable reinforcement learning for generic energy-storage day-ahead bidding with transformer neural networks. IEEE Power & Energy Society General Meeting, Seattle, USA, 2024: 1–5.

[11] Ruike Lyu, Hongye Guo, Qixin Chen. Approximating the energy–regulation feasible region of virtual power plants: A data-driven inverse-optimization approach. IEEE Power & Energy Society General Meeting, Seattle, USA, 2024: 1–5.

[12] Aijia Luo, Ruike Lyu, Hongye Guo, et al. An incentive-compatible VPP profit-allocation model considering the operating characteristics of air-conditioning loads. International Conference on Energy, Electrical and Power Engineering, 2024.

[13] Haotian Song, Qinghu Tang, Hongye Guo, et al. Data-driven electricity-market price-risk evaluation based on a price-elasticity indicator. IEEE/IAS Industrial and Commercial Power System Asia, 2023: 467–472. Best Industrial Paper.

[14] Hongye Guo, Qixin Chen, Qing Xia, et al. A market-power-controlled spot-market clearing mechanism based on the residual supply index. IEEE Power & Energy Society General Meeting, Portland, USA, 2018: 1–5.

[15] Hongye Guo, Qixin Chen, Qing Xia, et al. Evaluating the impacts of virtual power plants on joint energy and ancillary-service market equilibrium. IEEE Power & Energy Society General Meeting, 2017: 1–5.

5. Chinese Journal Papers

[1] Jiuzhou Dong, Xichen Fang, Hongye Guo*, et al. An embedded closed-loop validation framework for multi-objective mechanism design in power markets. Power System Technology, 2026, accepted.

[2] Zhuoer Huang, Qinghu Tang, Hongye Guo*, et al. Demand-response decision-making for residential users based on a large-language-model multi-agent framework. Automation of Electric Power Systems, 2026, accepted.

[3] Hongye Guo*, Shuailong Zhang, Hongxun Tian, et al. Practices and recommendations for market-oriented capacity-adequacy mechanisms for the new power system. Automation of Electric Power Systems, 2026, early access.

[4] Jinhang Li, Jinyu Liu, Hongye Guo*, et al. Short-term load forecasting in extreme-temperature scenarios based on few-shot learning. Power System Technology, 2026, early access.

[5] Kailang Wu, Yinxiao Li, Li Li, ... Hongye Guo*. Optimal operation strategy for building-based virtual power plants participating in energy and flexible-ramping markets. Journal of Shanghai Jiao Tong University, 2026, 60(4): 604–616.

[6] Xue Liu, Jiuzhou Dong, Nan Jiang, ... Hongye Guo*, et al. Generalized medium- and long-term electricity-transaction framework under high renewable penetration. Proceedings of the CSEE, 2025, 45(S1): 1–17.

[7] Mengshu Shi, Jiuyu Liu, Hongye Guo*, et al. Causes and countermeasures of negative electricity prices in power systems with high renewable penetration. Automation of Electric Power Systems, 2025, early access.

[8] Fuquan Huang, Yujun He, Hongye Guo*, et al. Clearing model for flexibility dispatching of virtual power plants and the energy spot market considering transmission–distribution coordination. Electric Power Construction, 2025, 46(7): 42–52.

[9] Kailang Wu, Lanqing Shan, Liming Bo, ... Hongye Guo*, et al. Optimization methodology for carbon-capture retrofit schemes in thermal power plants considering flexible-ramping demand. Electric Power Construction, 2025, 46(9): 27–41.

[10] Jiuzhou Dong, Hongye Guo*, Tao Jiang, et al. Electricity–carbon coupled trading in the new power system. Proceedings of the CSEE, 2025, 45(15): 5752–5771.

[11] Lanqing Shan, Haotian Song, Qinghu Tang, ... Hongye Guo*, et al. Analysis and implications of the power-balancing mechanism under decentralized decision-making: Electricity markets based on balancing groups in Germany. Power System Technology, 2025, 49(4): 1436–1446.

[12] Xiangbo Su, Ruike Lyu, Hongye Guo*, et al. Modeling the feasible region of industrial production processes based on the optimal adjustable-load model. Automation of Electric Power Systems, 2026, 50(2): 18–29.

[13] Xiaoyan Qiu, Xue Liu, Hongye Guo*, et al. International experience with power-purchase agreements for renewable energy. Electric Power Automation Equipment, 2025, 45(2): 1–10.

[14] Xiangbo Su, Ruike Lyu, Hongye Guo*, et al. Optimal selection of high-capacity industrial users for demand response based on load-step data processing. Electric Power, 2024, 57(1): 18–29.

[15] Hongye Guo, Kedi Zheng, Qinghu Tang, et al. Data-driven research on electricity markets: Challenges and prospects. Automation of Electric Power Systems, 2023, 47(1): 200–215.

6. Participate in the Drafting of Technical Standards

[1] State Administration for Market Regulation and Standardization Administration of China. Electricity Spot Market Operation—Part 9: Market Power Monitoring and Mitigation. GB/T 45905.9-2025, issued 2025.08.01.

[2] National Technical Committee for Electric Power System Management and Information Exchange. Technical Specifications for Power Load Management Systems. GB/T 15148-2024, issued 2024.04.25.

7. Opinion and Media Articles

[1] Hongye Guo, Nan Jiang, Mengshu Shi, et al. Will negative prices become more severe under the renewable-energy sustainable-development pricing mechanism? China Power Enterprise Management, 2025.12.

[2] Chongqing Kang, Hongye Guo, Nan Jiang. Deepen power-market integration and advance the development of a national unified electricity-market system. National Energy Administration, 2025.12.31.

[3] Hongye Guo, Nan Jiang. China’s power market enters a new stage of standardized and high-quality development. National Energy Administration, 2025.09.20.

[4] Hongye Guo, Xichen Fang, Shengren Hou, et al. Quantitative trading in power markets: Market disruption or risk smoothing? Southern Energy Watch, 2025.03.28.

[5] Hongye Guo, Nan Jiang, Qingyu Xu, et al. Institutional innovation drives the deepening of green-power development; market mechanisms enable multi-value synergies. China Energy News, 2025.03.19.

8. Authorized Patents

[1] Hongye Guo, Jinyu Liu, Ningkang Pan, et al. Optimization method, device, equipment, and medium for multi-market joint bidding of energy-storage systems. China, ZL202511309764.3, authorized 2026.03.20.

[2] Hongye Guo, Ruike Lyu, Qixin Chen, et al. Method and apparatus for data-driven dimensionality reduction of regulation and control constraints for massive resources. China, ZL202411271855.8, authorized 2026.03.03.

[3] Chongqing Kang, Ning Zhang, Haiwang Zhong, ... Hongye Guo, et al. Method for extracting typical modes of renewable-energy planning based on explainable artificial intelligence. China, ZL202511375037.7, authorized 2025.12.26.

[4] Bo Pang, Hongye Guo, Nan Jiang, et al. Multi-dimensional cost-evaluation method and device based on a multi-value coordinated scheduling framework. China, ZL202411871167.5, authorized 2025.11.25.

[5] Hongye Guo, Cheng Feng, Nan Jiang, et al. Method and device for determining wireless network-isolated slices for virtual power plants participating in frequency-regulation services. China, ZL202411277978.2, authorized 2025.09.02.

[6] Chuyi Li, Kedi Zheng, Hongye Guo, et al. Methods and devices for load decomposition of industrial facilities based on mixed-integer programming. China, ZL202210285953.1, authorized 2025.05.30.

9. Software Copyrights

[1] Hongye Guo, Jinyu Liu, Ningkang Pan, et al. Multi-Market Joint Bidding Optimization System for Energy Storage Based on Deep Differentiable Reinforcement Learning, Version 1.0. China, Registration No. 16558728, 2025.

[2] Hongye Guo, Yuanbo Chen, Yuanji Cai, et al. Power Simulation and Control Software for Grid-Forming Lithium Battery Energy Storage Systems, Version 1.0. China, Registration No. 15328654, 2025.

[3] Yujun He, Zhuofan Tang, Hongye Guo. Interactive Service Micro-Application Software for Air-Conditioning Loads, Version 1.0. China, Registration No. 16789756, 2025.

[4] Peng Wang, Ning Zhang, Haiwang Zhong, ... Hongye Guo, et al. Intelligent Operation Simulation Software for Renewable Power Systems Based on Large Language Models, Version 1.0. China, Registration No. 16908401, 2025.

[5] Jun Deng, Xiaoping Wang, Yinxiao Li, ... Hongye Guo. Pricing and Cost-Allocation Decision Software for the Power Flexible-Ramping Ancillary-Service Market, Version 1.0. China, Registration No. 14509093, 2024.

1. Undergraduate Courses

• Co-Lecturer, Introduction to Energy Economics, undergraduate core course, approximately 190 students, spring semester.

• Co-Lecturer, Introduction to Power Markets, undergraduate elective course, approximately 50 students, fall semester.

• Co-Lecturer, Power System Forecasting Techniques, undergraduate elective course, approximately 50 students, spring semester.

2. Graduates Advising

Current Students

• Current Postdoctoral Researchers, Co-Supervisor: Mengshu Shi and Hui Cai.

• Current Ph.D. Students, Co-Supervisor: Yuanbo Chen, Jinyu Liu, Jiuzhou Dong, and Yan Shen.

• Current M.S. Students: Jinhang Li and Hao Liu.

• Current M.S. Student, Co-Supervisor: Zhen Xu.

Graduated Students

• Completed Postdoctoral Researcher, Co-Supervisor: Lanqing Shan.

• Graduated Ph.D. Students, Co-Supervisor: Xichen Fang, Kexin Li, Qinghu Tang, Ruike Lyu, and Chuyi Li. Xichen Fang received the National Scholarship for Ph.D. Students. Ruike Lyu received the National Scholarship for Ph.D. Students, the Tsinghua University Outstanding Graduate Honor, and the Tsinghua University Outstanding Doctoral Dissertation Award.

• Graduated M.S. Student: Xiangbo Su. Shuailong Zhang, and Zhuoer Huang. Shuailong Zhang received the Tsinghua University Meritorious Graduate Honor and the Tsinghua University Outstanding Master’s Thesis Award.

• Graduated M.S. Students, Co-Supervisor: Yan Zhang, Xichen Tian, and Tianyu Zhang.

3. Undergraduate Supervision

• Undergraduate Graduation Projects, Co-Supervisor: Xichen Fang, Yinuo Zheng, Qinghu Tang, Zhuoxu Chen, Wenjun Tang, Daiyan Li, Zhuoer Huang, Zongwei Wang, Jiuzhou Dong, Jinyu Liu, Haotian Song, Hao Liu, Yan Shen, Ruoxu Chen, and Feiran Yun. Ruoxu Chen received the Tsinghua University Meritorious Graduate Honor and the Tsinghua University Outstanding Undergraduate Graduation Project Award.

• Undergraduate Academic Advisor: Yifan Wu, Xinrui Li, and Haolin Cheng.

4. Mentorship of Student Innovation Projects

• 2025–2026 Academic Year, Autumn Semester SRT Project, “Toward a National Unified Power Market: Cost–Benefit and Bidding-Strategy Analysis of Energy-Storage Systems Considering Environmental and Physical Characteristics.” Teaching Assistants: Yuanbo Chen and Jinyu Liu. Students: Yiyun Chen, Wenbo Cai, Jiayi He, Yixiang Liu, and Mingzhe Zhang.

• 2024–2025 Academic Year, Autumn Semester SRT Project, “Demand Response or Energy Storage? Cost–Benefit Analysis of Supply–Demand Balance in Future Power Systems.” Teaching Assistant: Ruike Lyu. Students: Ruoxu Chen, Yingrui Zhang, Xicheng Cha, Jiaxiang Zhang, and Jiarui Li. The project received First Prize in the 2024 Tsinghua University SRT Program and led to three first-author EI-indexed papers, including one Best Presentation Award at EECT 2025.

• 2023–2024 Academic Year, Autumn Semester SRT Project, “Virtual Power Plant Construction and Operation for Flexible Loads such as Air Conditioning.” Teaching Assistants: Ruike Lyu and Jinyu Liu. Students: Yan Shen, Lingjun Su, Aijia Luo, Dongrui Li, and Ran Lu. The project received the Grand Prize in the 2024 Tsinghua University SRT Program and the Grand Prize in the 42nd Tsinghua Challenge Cup, ranking in the top 2%, and led to two first-author EI-indexed papers, including one Best Presentation Award at CEEPE 2024.

• 2022–2023 Academic Year, Autumn Semester SRT Project, “Electricity-Market Price-Elasticity Risk Indicator Construction and Forecasting.” Students: Haotian Song, Min Yang, Mingyang Zhou, Kaiyuan Huang, and Junhong Li.