{"title":"基于需求响应潜力评价的负荷集成器优化调度研究","authors":"Yu Long, Yongli Wang, Wenjun Ruan, Yunfei Zhang, Xiaoping Zhou, Mingyang Zhu, Meimei Duan","doi":"10.1117/12.2689747","DOIUrl":null,"url":null,"abstract":"In this paper, an evaluation model of demand response potential is constructed and based on this model, an optimal scheduling model of load aggregators is proposed to mitigate the impact of different user demand response capabilities and uncertain response behaviors on the response characteristics of load aggregators. First, three indicators are designed and used to establish a refined evaluation model of demand response potential based on users' historical electricity consumption data, and study the demand response potential of users and equipment under different economic incentives. Then the demand potential evaluation model is combined with the optimal scheduling model of load aggregators to obtain the optimal scheduling results. The simulation results show that the combination of this model and the optimal scheduling model of load aggregators can give full play to the demand response ability of users, improve user satisfaction, mobilize the enthusiasm of users, and thus improve the reliability and overall economy of load aggregators.","PeriodicalId":118234,"journal":{"name":"4th International Conference on Information Science, Electrical and Automation Engineering","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on load aggregator optimal scheduling based on demand response potential evaluation\",\"authors\":\"Yu Long, Yongli Wang, Wenjun Ruan, Yunfei Zhang, Xiaoping Zhou, Mingyang Zhu, Meimei Duan\",\"doi\":\"10.1117/12.2689747\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, an evaluation model of demand response potential is constructed and based on this model, an optimal scheduling model of load aggregators is proposed to mitigate the impact of different user demand response capabilities and uncertain response behaviors on the response characteristics of load aggregators. First, three indicators are designed and used to establish a refined evaluation model of demand response potential based on users' historical electricity consumption data, and study the demand response potential of users and equipment under different economic incentives. Then the demand potential evaluation model is combined with the optimal scheduling model of load aggregators to obtain the optimal scheduling results. The simulation results show that the combination of this model and the optimal scheduling model of load aggregators can give full play to the demand response ability of users, improve user satisfaction, mobilize the enthusiasm of users, and thus improve the reliability and overall economy of load aggregators.\",\"PeriodicalId\":118234,\"journal\":{\"name\":\"4th International Conference on Information Science, Electrical and Automation Engineering\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-08-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"4th International Conference on Information Science, Electrical and Automation Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2689747\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"4th International Conference on Information Science, Electrical and Automation Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2689747","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on load aggregator optimal scheduling based on demand response potential evaluation
In this paper, an evaluation model of demand response potential is constructed and based on this model, an optimal scheduling model of load aggregators is proposed to mitigate the impact of different user demand response capabilities and uncertain response behaviors on the response characteristics of load aggregators. First, three indicators are designed and used to establish a refined evaluation model of demand response potential based on users' historical electricity consumption data, and study the demand response potential of users and equipment under different economic incentives. Then the demand potential evaluation model is combined with the optimal scheduling model of load aggregators to obtain the optimal scheduling results. The simulation results show that the combination of this model and the optimal scheduling model of load aggregators can give full play to the demand response ability of users, improve user satisfaction, mobilize the enthusiasm of users, and thus improve the reliability and overall economy of load aggregators.