Skip to main navigation Skip to search Skip to main content

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationArtificial Intelligence and Security - 6th International Conference, ICAIS 2020, Proceedings
EditorsXingming Sun, Jinwei Wang, Elisa Bertino
PublisherSpringer Science and Business Media Deutschland GmbH
Pages278-289
Number of pages12
ISBN (Print)9789811580857
DOIs
StatePublished - 2020
Event6th International Conference on Artificial Intelligence and Security,ICAIS 2020 - Hohhot, China
Duration: 17 Jul 202020 Jul 2020

Publication series

NameCommunications in Computer and Information Science
Volume1253 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference6th International Conference on Artificial Intelligence and Security,ICAIS 2020
Country/TerritoryChina
CityHohhot
Period17/07/2020/07/20

Keywords

  • Charging station
  • Electric vehicle
  • Greedy heuristic algorithm
  • P-median model

Fingerprint

Dive into the research topics of 'Optimal Location for Electric Vehicles Charging Stations Based on P-Median Model'. Together they form a unique fingerprint.

Cite this