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Cooperative mechanisms for multi-energy complementarity in the electricity spot market

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  • Han, Zhixin
  • Fang, Debin
  • Yang, Peiwen
  • Lei, Leyao

Abstract

Promoting a diversified and sustainable energy mix in the electricity market necessitates the implementation of multi-energy complementarity. However, the absence of effective cooperative mechanisms among diverse power sources causes a significant challenge in maximizing the overall economic benefits of multi-energy complementarity and fostering individual cooperative willingness. This paper employs cooperative game theory to investigate the joint offering and operation of multiple complementary power sources in the electricity spot market, including wind, thermal, and pumped storage. A two-stage stochastic optimization model is established to co-optimize offering strategies at the day-ahead stage and operation policies at the balancing stage for the multi-energy alliance. The Shapley value is used to allocate profits fairly among various power sources. Simulation results show that two- and three-party alliances among wind, thermal, and pumped storage can lead to multiple-win situations in the spot market. The proposed model effectively couples the day-ahead and balancing markets, resulting in higher profits compared to the scenario without coupling. Both wind-thermal and wind-thermal-pumped storage alliances prove highly effective, with a nearly 100% reduction in imbalance power and approximately a 12% increase in wind power absorption. Relatively, the latter alliance performs slightly worse than the former. Furthermore, the wind-thermal-pumped storage alliance achieves a 4.48% carbon emission reduction, surpassing the wind-thermal and wind-pumped storage alliance. This study reveals the cooperation mechanism and its influencing factors among diverse power sources. It provides valuable decision support for stakeholders to achieve effective multi-energy complementarity, mitigate imbalance power, reduce carbon emissions, and increase renewable energy absorption.

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  • Han, Zhixin & Fang, Debin & Yang, Peiwen & Lei, Leyao, 2023. "Cooperative mechanisms for multi-energy complementarity in the electricity spot market," Energy Economics, Elsevier, vol. 127(PB).
    • Handle: RePEc:eee:eneeco:v:127:y:2023:i:pb:s0140988323006060
    DOI: 10.1016/j.eneco.2023.107108
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    as
    1. Csercsik, Dávid & Hubert, Franz & Sziklai, Balázs R. & Kóczy, László Á., 2019. "Modeling transfer profits as externalities in a cooperative game-theoretic model of natural gas networks," Energy Economics, Elsevier, vol. 80(C), pages 355-365.
    2. Collados-Lara, Antonio-Juan & Baena-Ruiz, Leticia & Pulido-Velazquez, David & Pardo-Igúzquiza, Eulogio, 2022. "Data-driven mapping of hourly wind speed and its potential energy resources: A sensitivity analysis," Renewable Energy, Elsevier, vol. 199(C), pages 87-102.
    3. Churkin, Andrey & Pozo, David & Bialek, Janusz & Korgin, Nikolay & Sauma, Enzo, 2019. "Can cross-border transmission expansion lead to fair and stable cooperation? Northeast Asia case analysis," Energy Economics, Elsevier, vol. 84(C).
    4. Rancilio, G. & Rossi, A. & Falabretti, D. & Galliani, A. & Merlo, M., 2022. "Ancillary services markets in europe: Evolution and regulatory trade-offs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    5. Geoff Martin & Eri Saikawa, 2017. "Effectiveness of state climate and energy policies in reducing power-sector CO2 emissions," Nature Climate Change, Nature, vol. 7(12), pages 912-919, December.
    6. Elgamal, M. & Korovkin, Nikolay & Abdel Menaem, A. & Elmitwally, Akram, 2022. "Day-ahead complex power scheduling in a reconfigurable hybrid-energy islanded microgrid with responsive demand considering uncertainty and different load models," Applied Energy, Elsevier, vol. 309(C).
    7. Sebastian Sterl & Dalia Fadly & Stefan Liersch & Hagen Koch & Wim Thiery, 2021. "Linking solar and wind power in eastern Africa with operation of the Grand Ethiopian Renaissance Dam," Nature Energy, Nature, vol. 6(4), pages 407-418, April.
    8. Saeed, Naima & Larsen, Odd I., 2010. "An application of cooperative game among container terminals of one port," European Journal of Operational Research, Elsevier, vol. 203(2), pages 393-403, June.
    9. Xinghong Qin & Qiang Su & Samuel H. Huang & Uco Jillert Wiersma & Ming Liu, 2019. "Service quality coordination contracts for online shopping service supply chain with competing service providers: integrating fairness and individual rationality," Operational Research, Springer, vol. 19(1), pages 269-296, March.
    10. Karhinen, S. & Huuki, H., 2019. "Private and social benefits of a pumped hydro energy storage with increasing amount of wind power," Energy Economics, Elsevier, vol. 81(C), pages 942-959.
    11. Ambec, Stefan & Crampes, Claude, 2012. "Electricity provision with intermittent sources of energy," Resource and Energy Economics, Elsevier, vol. 34(3), pages 319-336.
    12. Shagdar, Enkhbayar & Shuai, Yong & Lougou, Bachirou Guene & Mustafa, Azeem & Choidorj, Dashpuntsag & Tan, Heping, 2022. "New integration mechanism of solar energy into 300 MW coal-fired power plant: Performance and techno-economic analysis," Energy, Elsevier, vol. 238(PC).
    13. Du, Yan & Wang, Zhiwei & Liu, Guangyi & Chen, Xi & Yuan, Haoyu & Wei, Yanli & Li, Fangxing, 2018. "A cooperative game approach for coordinating multi-microgrid operation within distribution systems," Applied Energy, Elsevier, vol. 222(C), pages 383-395.
    14. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
    15. Luo, Chunlin & Zhou, Xiaoyang & Lev, Benjamin, 2022. "Core, shapley value, nucleolus and nash bargaining solution: A Survey of recent developments and applications in operations management," Omega, Elsevier, vol. 110(C).
    16. Wu, Zhaoyuan & Zhou, Ming & Li, Gengyin & Zhao, Tong & Zhang, Yan & Liu, Xiaojuan, 2020. "Interaction between balancing market design and market behaviour of wind power producers in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    17. Banaei, Mohsen & Oloomi-Buygi, Majid & Zabetian-Hosseini, Seyed-Mahdi, 2018. "Strategic gaming of wind power producers joined with thermal units in electricity markets," Renewable Energy, Elsevier, vol. 115(C), pages 1067-1074.
    18. Chen, Weidong & Wang, Junnan & Yu, Guanyi & Chen, Jiajia & Hu, Yumeng, 2022. "Research on day-ahead transactions between multi-microgrid based on cooperative game model," Applied Energy, Elsevier, vol. 316(C).
    19. Wolf-Peter Schill & Michael Pahle & Christian Gambardella, 2017. "Start-up costs of thermal power plants in markets with increasing shares of variable renewable generation," Nature Energy, Nature, vol. 2(6), pages 1-6, June.
    20. Yu, Bolin & Fang, Debin & Xiao, Kun & Pan, Yuling, 2023. "Drivers of renewable energy penetration and its role in power sector's deep decarbonization towards carbon peak," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    21. Ma, Tengfei & Pei, Wei & Deng, Wei & Xiao, Hao & Yang, Yanhong & Tang, Chenghong, 2022. "A Nash bargaining-based cooperative planning and operation method for wind-hydrogen-heat multi-agent energy system," Energy, Elsevier, vol. 239(PE).
    22. Jon Olauson & Mohd Nasir Ayob & Mikael Bergkvist & Nicole Carpman & Valeria Castellucci & Anders Goude & David Lingfors & Rafael Waters & Joakim Widén, 2016. "Net load variability in Nordic countries with a highly or fully renewable power system," Nature Energy, Nature, vol. 1(12), pages 1-8, December.
    23. Pan, Yuling & Dong, Feng, 2023. "Factor substitution and development path of the new energy market in the BRICS countries under carbon neutrality: Inspirations from developed European countries," Applied Energy, Elsevier, vol. 331(C).
    24. Philip J. Heptonstall & Robert J. K. Gross, 2021. "A systematic review of the costs and impacts of integrating variable renewables into power grids," Nature Energy, Nature, vol. 6(1), pages 72-83, January.
    25. Khojasteh, Meysam & Faria, Pedro & Vale, Zita, 2022. "A robust model for aggregated bidding of energy storages and wind resources in the joint energy and reserve markets," Energy, Elsevier, vol. 238(PB).
    26. Noah Kittner & Felix Lill & Daniel M. Kammen, 2017. "Energy storage deployment and innovation for the clean energy transition," Nature Energy, Nature, vol. 2(9), pages 1-6, September.
    27. Wang, Yubin & Dong, Wei & Yang, Qiang, 2022. "Multi-stage optimal energy management of multi-energy microgrid in deregulated electricity markets," Applied Energy, Elsevier, vol. 310(C).
    28. Li, Jianglong & Ho, Mun Sing & Xie, Chunping & Stern, Nicholas, 2022. "China's flexibility challenge in achieving carbon neutrality by 2060," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    29. Zhao, Yingxue & Wang, Shouyang & Cheng, T.C.E. & Yang, Xiaoqi & Huang, Zhimin, 2010. "Coordination of supply chains by option contracts: A cooperative game theory approach," European Journal of Operational Research, Elsevier, vol. 207(2), pages 668-675, December.
    30. Brehm, Paul, 2019. "Natural gas prices, electric generation investment, and greenhouse gas emissions," Resource and Energy Economics, Elsevier, vol. 58(C).
    31. Hohl, Cody & Lo Prete, Chiara & Radhakrishnan, Ashish & Webster, Mort, 2023. "Intraday markets, wind integration and uplift payments in a regional U.S. power system," Energy Policy, Elsevier, vol. 175(C).
    32. Wang, Xuebin & Chang, Jianxia & Meng, Xuejiao & Wang, Yimin, 2018. "Short-term hydro-thermal-wind-photovoltaic complementary operation of interconnected power systems," Applied Energy, Elsevier, vol. 229(C), pages 945-962.
    33. Duarte Jacondino, William & Nascimento, Ana Lucia da Silva & Calvetti, Leonardo & Fisch, Gilberto & Augustus Assis Beneti, Cesar & da Paz, Sheila Radman, 2021. "Hourly day-ahead wind power forecasting at two wind farms in northeast Brazil using WRF model," Energy, Elsevier, vol. 230(C).
    34. Xinyang Guo & Xinyu Chen & Xia Chen & Peter Sherman & Jinyu Wen & Michael McElroy, 2023. "Grid integration feasibility and investment planning of offshore wind power under carbon-neutral transition in China," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    35. Dinler, Ali, 2021. "Reducing balancing cost of a wind power plant by deep learning in market data: A case study for Turkey," Applied Energy, Elsevier, vol. 289(C).
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