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226477

Harris Hawks Optimization Technique for Optimal Reconfiguration of Radial Distribution Networks

Article

Last updated: 05 Jan 2025

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Tags

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Abstract

The reconfiguration process for the electrical radial distribution system is to find a
radial operating framework that minimizes power losses of electric distribution networks. It is a
combinatorial and complex procedure to determine the optimum radial configuration of the
distribution system by frequently varying the operating status of network switches with keeping the network operating constraints. Therefore, this paper proposes the Harris hawks optimization
(HHO) to find the optimal combination of switches that results in a radial configuration with
minimum system power loss. The main revelation of this algorithm is the cooperative behavior and chasing manner of Harris' hawks in nature. In HHO operation, many hawks attack their victims
cooperatively from several paths trying to surprise it. Harris hawks can detect a variety range of
chasing patterns based on the dynamic nature of circumstances and escaping patterns of the victim.
The validation of suggested HHO method is tested on the 33 IEEE bus distribution network. In
addition, the obtained results proved the accuracy and efficiency of the suggested algorithm by
comparing with other existing optimization algorithms.

DOI

10.21608/aujst.2021.226477

Keywords

distribution system, distribution system reconfiguration, Harris hawks optimization, Real Power loss reduction

Authors

First Name

Hanan

Last Name

Hamour

MiddleName

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Affiliation

Electrical Engineering Department, Faculty of Engineering, Aswan University, Aswan, Egypt

Email

hanan.hamour@eng.aswu.edu.eg

City

-

Orcid

-

First Name

Salah

Last Name

Kamel

MiddleName

-

Affiliation

Electrical Engineering Department, Faculty of Engineering, Aswan University, Aswan, Egypt

Email

s.kamel@aswu.edu.eg

City

-

Orcid

-

Volume

1

Article Issue

1

Related Issue

32490

Issue Date

2021-06-01

Receive Date

2022-03-22

Publish Date

2021-06-01

Page Start

41

Page End

54

Print ISSN

2735-3087

Online ISSN

2735-3095

Link

https://aujst.journals.ekb.eg/article_226477.html

Detail API

https://aujst.journals.ekb.eg/service?article_code=226477

Order

226,477

Type

Original papers

Type Code

2,312

Publication Type

Journal

Publication Title

Aswan University Journal of Sciences and Technology

Publication Link

https://aujst.journals.ekb.eg/

MainTitle

Harris Hawks Optimization Technique for Optimal Reconfiguration of Radial Distribution Networks

Details

Type

Article

Created At

23 Jan 2023