Shaohua Zhang;Xian Wang;Ziyan Zhang;Jingjie Ma;Shengqi Zhang;Fei Wang
{"title":"考虑可再生能源发电商与共享储能合作的市场框架","authors":"Shaohua Zhang;Xian Wang;Ziyan Zhang;Jingjie Ma;Shengqi Zhang;Fei Wang","doi":"10.1109/TIA.2025.3546599","DOIUrl":null,"url":null,"abstract":"Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.","PeriodicalId":13337,"journal":{"name":"IEEE Transactions on Industry Applications","volume":"61 4","pages":"5714-5724"},"PeriodicalIF":4.5000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage\",\"authors\":\"Shaohua Zhang;Xian Wang;Ziyan Zhang;Jingjie Ma;Shengqi Zhang;Fei Wang\",\"doi\":\"10.1109/TIA.2025.3546599\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.\",\"PeriodicalId\":13337,\"journal\":{\"name\":\"IEEE Transactions on Industry Applications\",\"volume\":\"61 4\",\"pages\":\"5714-5724\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Industry Applications\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10909272/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industry Applications","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10909272/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage
Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.
期刊介绍:
The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.