{"title":"Research on optimal planning of electric vehicle charging station based on ADMM algorithm","authors":"Xuze Zhang, Yinming Bai, Fuqing Wang, Jian Zhang, Qin Xie","doi":"10.1117/12.2674591","DOIUrl":null,"url":null,"abstract":"With the popularity of electric vehicles, the impact of electric vehicle charging on the power grid is also growing. The planning of charging stations not only affects the user experience, but also affects the stable operation of the power grid. By analyzing the impact of charging stations on the power grid and users, as well as the correlation between their construction costs and operating costs, the planning problem of electric vehicle charging stations is modeled as a solution problem under multi-objective and multi constraint conditions, and ADMM algorithm is used to solve the problem. A commercial district is taken as an example for analysis and testing, and the results prove the effectiveness of the proposed algorithm.","PeriodicalId":286364,"journal":{"name":"Conference on Computer Graphics, Artificial Intelligence, and Data Processing","volume":"94 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Conference on Computer Graphics, Artificial Intelligence, and Data Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2674591","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the popularity of electric vehicles, the impact of electric vehicle charging on the power grid is also growing. The planning of charging stations not only affects the user experience, but also affects the stable operation of the power grid. By analyzing the impact of charging stations on the power grid and users, as well as the correlation between their construction costs and operating costs, the planning problem of electric vehicle charging stations is modeled as a solution problem under multi-objective and multi constraint conditions, and ADMM algorithm is used to solve the problem. A commercial district is taken as an example for analysis and testing, and the results prove the effectiveness of the proposed algorithm.