266218

OPTIMAL ALLOCATION OF CHARGING STATIONSFOR ELECTRICVEHICLE INDISTRIBUTIONSYSTEM USING ARTIFICIAL INTELLIGENCE TECHNIQUES

Article

Last updated: 03 Jan 2025

Subjects

-

Tags

Electrical engineering

Abstract

In this paper, two optimal sizing and sitting techniques are proposed for an Electric Vehicle Charging Station (EVCS) on a Distribution System in Elshorouk City, Cairo, Egypt. An improved metaheuristic, named Archimedes Optimization Algorithm (AOA) and Particle Swarm Optimization (PSO) are proposed; to determine the optimal alocations for EVCS considering the objectives of minimizing real power loss, minimizing cost, and maintaning the required voltage profile. In this work, the photovoltaic (PV) is used as a renewable source as a main feeder for the charge stations (CSs). The 46-bus distribution system in Elshorouk City, Cairo, Egypt is testing network as a conducts simulation tests. The results highlight the need of the EVCS sizing and sitting to improve the performance. The optimization technique (AOA) results is compared to the results of the other optimization technique algorithm (PSO).It shows its effectiveness (fast speed, short time and accuracy) and above all gave better power losses and costs as required.

DOI

10.21608/auej.2022.266218

Keywords

Electric Vehicle Charging Station (EVCS), optimal sizing and sitting of EVCS, particle swarm optimization (PSO) and Archimedes optimization algorithm (AOA) محطة شحن السيارة الكهربائية (EVCS) ، أفضل حجم ومكان لـ EVCS ، تحسين سرب الجسيمات (PSO) وخوارزمية ارشمي

Authors

First Name

Mohamed

Last Name

Zaki

MiddleName

abdelhamed

Affiliation

Department of Electrical Power and Machines., The Higher Institute of Engineering,Elshorouk City, Elshorouk Academy, Cairo, Egypt.

Email

m.zaky@sha.edu.eg

City

-

Orcid

-

First Name

Tarek

Last Name

Mahmoud

MiddleName

-

Affiliation

Department of Electrical Engineering., Faculty of Engineering, Al-Azhar University, Cairo, Egypt.

Email

tarek.naser.2014@azhar.edu.eg

City

-

Orcid

-

First Name

Mohamed

Last Name

Atia

MiddleName

-

Affiliation

Department of Electrical Power and Machines., The Higher Institute of Engineering,Elshorouk City, Elshorouk Academy, Cairo, Egypt.

Email

-

City

-

Orcid

-

First Name

Elsaid

Last Name

Osman

MiddleName

Abdelaziz

Affiliation

Department of Electrical Engineering., Faculty of Engineering, Al-Azhar University, Cairo, Egypt.

Email

-

City

-

Orcid

-

Volume

17

Article Issue

65

Related Issue

37220

Issue Date

2022-10-01

Receive Date

2022-07-20

Publish Date

2022-10-01

Page Start

1,327

Page End

1,347

Print ISSN

1687-8418

Link

https://jaes.journals.ekb.eg/article_266218.html

Detail API

https://jaes.journals.ekb.eg/service?article_code=266218

Order

13

Type

Original Article

Type Code

706

Publication Type

Journal

Publication Title

Journal of Al-Azhar University Engineering Sector

Publication Link

https://jaes.journals.ekb.eg/

MainTitle

OPTIMAL ALLOCATION OF CHARGING STATIONSFOR ELECTRICVEHICLE INDISTRIBUTIONSYSTEM USING ARTIFICIAL INTELLIGENCE TECHNIQUES

Details

Type

Article

Created At

22 Jan 2023