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Optimal Location for Electric Vehicles Charging Stations Based on P-Median Model

  • Beijing Advanced Innovation Center for Big Data and Brain Computing
  • Beihang University
  • Changsha University of Science and Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To some certain extent, the development of electric vehicles relies on the availability of infrastructure, especially charging facility. There have been a large amount of studies on the location of electric vehicle charging stations before. In this paper, we establish an improved p-median model that aims to minimize the time costs. This model has some constraints such as the capacity of charging stations and the demand of customers, etc. All of these constraints should be satisfied at the same time. In order to solve this problem, a greedy heuristic algorithm is proposed. Then, we use MATLAB to simulate the case of a real-city charging station layout, and the result indicates that our method is effective and reasonable.

源语言英语
主期刊名Artificial Intelligence and Security - 6th International Conference, ICAIS 2020, Proceedings
编辑Xingming Sun, Jinwei Wang, Elisa Bertino
出版商Springer Science and Business Media Deutschland GmbH
278-289
页数12
ISBN(印刷版)9789811580857
DOI
出版状态已出版 - 2020
活动6th International Conference on Artificial Intelligence and Security,ICAIS 2020 - Hohhot, 中国
期限: 17 7月 202020 7月 2020

出版系列

姓名Communications in Computer and Information Science
1253 CCIS
ISSN(印刷版)1865-0929
ISSN(电子版)1865-0937

会议

会议6th International Conference on Artificial Intelligence and Security,ICAIS 2020
国家/地区中国
Hohhot
时期17/07/2020/07/20

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