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.