{"title":"Multiple Periods Location and Capacity Optimization of Charging Stations for Electric Vehicle","authors":"Dandan Hu, Zhiwei Liu, Ming Chi","doi":"10.1109/AIAIM.2019.8632776","DOIUrl":null,"url":null,"abstract":"With rapid growth of electric vehicles, the development of charging stations has to keep up. This paper proposes a multi-period location and capacity optimization model of charging stations, and introduces congestion rate to control the queuing situation. As the model is a NP-hard problem, two kinds of greedy algorithms are proposed, which are proved to be effective by lots of computational experiments.","PeriodicalId":179068,"journal":{"name":"2019 China-Qatar International Workshop on Artificial Intelligence and Applications to Intelligent Manufacturing (AIAIM)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 China-Qatar International Workshop on Artificial Intelligence and Applications to Intelligent Manufacturing (AIAIM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIAIM.2019.8632776","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
With rapid growth of electric vehicles, the development of charging stations has to keep up. This paper proposes a multi-period location and capacity optimization model of charging stations, and introduces congestion rate to control the queuing situation. As the model is a NP-hard problem, two kinds of greedy algorithms are proposed, which are proved to be effective by lots of computational experiments.
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