{"title":"基于摄动分析的电力市场研究与调查仿真方法","authors":"Xiaohu Wu, Xinyong Wang, W. Lin, R. Wang, X. Fan","doi":"10.1109/ICSAI57119.2022.10005350","DOIUrl":null,"url":null,"abstract":"The booming of renewable distributed generations challenges Power System Operators (SO) with operational and market aspects such as flexibility shortages, electricity price volatility, market liquidity risk, and even operation failures. Many SO released public market data, which prepare market players to investigate the procurement opportunities for advanced energy deployment, policies, and regulatory configurations. A further step for an SO to take is more meaningful to promote market efficiencies, We propose a Perturbation Analysis-based market player behavior modeling and simulation approach to effectively study the impacts of strategic behaviors on the electricity market efficiency. A supervisory controller style electricity market simulation architecture is designed to observe, predict and control behaviors of the electricity market players, which makes the simulation process closed-loop. A case study shows the effectiveness of the proposed approach in investigating market players’ behaviors.","PeriodicalId":339547,"journal":{"name":"2022 8th International Conference on Systems and Informatics (ICSAI)","volume":"85 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Perturbation Analysis Based Simulation Approach for Electricity Market Research and Investigation\",\"authors\":\"Xiaohu Wu, Xinyong Wang, W. Lin, R. Wang, X. Fan\",\"doi\":\"10.1109/ICSAI57119.2022.10005350\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The booming of renewable distributed generations challenges Power System Operators (SO) with operational and market aspects such as flexibility shortages, electricity price volatility, market liquidity risk, and even operation failures. Many SO released public market data, which prepare market players to investigate the procurement opportunities for advanced energy deployment, policies, and regulatory configurations. A further step for an SO to take is more meaningful to promote market efficiencies, We propose a Perturbation Analysis-based market player behavior modeling and simulation approach to effectively study the impacts of strategic behaviors on the electricity market efficiency. A supervisory controller style electricity market simulation architecture is designed to observe, predict and control behaviors of the electricity market players, which makes the simulation process closed-loop. A case study shows the effectiveness of the proposed approach in investigating market players’ behaviors.\",\"PeriodicalId\":339547,\"journal\":{\"name\":\"2022 8th International Conference on Systems and Informatics (ICSAI)\",\"volume\":\"85 3\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 8th International Conference on Systems and Informatics (ICSAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSAI57119.2022.10005350\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 8th International Conference on Systems and Informatics (ICSAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSAI57119.2022.10005350","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Perturbation Analysis Based Simulation Approach for Electricity Market Research and Investigation
The booming of renewable distributed generations challenges Power System Operators (SO) with operational and market aspects such as flexibility shortages, electricity price volatility, market liquidity risk, and even operation failures. Many SO released public market data, which prepare market players to investigate the procurement opportunities for advanced energy deployment, policies, and regulatory configurations. A further step for an SO to take is more meaningful to promote market efficiencies, We propose a Perturbation Analysis-based market player behavior modeling and simulation approach to effectively study the impacts of strategic behaviors on the electricity market efficiency. A supervisory controller style electricity market simulation architecture is designed to observe, predict and control behaviors of the electricity market players, which makes the simulation process closed-loop. A case study shows the effectiveness of the proposed approach in investigating market players’ behaviors.