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Heuristic Method for Optimal Deployment of Electric Vehicle Charge Stations Using Linear Programming

Producción científica: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

The conventional automobile fleet has significantly increased the emission of toxic gases, thus reducing the quality of air. Therefore, this article proposes a heuristic planning model to promote the massive introduction of plug-in electric vehicles (PEV). Further, this article seeks to deploy electric vehicle charging stations (EVCS), such that the parking time to recharge a PEV are significantly reduced, according to the needs of the user. Besides, the trajectories (driving range) and vehicular flow (traffic) are considered as constraints to the planning problem, which are closely linked to the capacity of the road. On the other hand, clustering techniques are used taking into account real mobility restrictions as a function of minimum distances, and the relationship of the PEV with different charge supply subregions. At last, the model was developed in the Matlab and LpSolve environments. The former will enable the analysis of different trajectories and their relationship with its surroundings. On the other hand, the latter solves the optimization problem using the simplex method.

Idioma originalInglés
Título de la publicación alojadaApplications of Computational Intelligence - 2nd IEEE Colombian Conference, ColCACI 2019, Revised Selected Papers
EditoresAlvaro David Orjuela-Cañón, Juan Carlos Figueroa-García, Julián David Arias-Londoño
EditorialSpringer
Páginas247-258
Número de páginas12
ISBN (versión impresa)9783030362102
DOI
EstadoPublicada - 1 ene. 2019
Evento2nd IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Barranquilla, Colombia
Duración: 5 jun. 20197 jun. 2019

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen1096 CCIS
ISSN (versión impresa)1865-0929
ISSN (versión digital)1865-0937

Conferencia

Conferencia2nd IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019
País/TerritorioColombia
CiudadBarranquilla
Período5/06/197/06/19

Nota bibliográfica

Publisher Copyright:
© Springer Nature Switzerland AG 2019.

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