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33023

An efficient Genetic algorithm based approach for Reactive Power Dispatch Problem

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Last updated: 22 Jan 2023

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Abstract

Abstract:
The problem of reactive power dispatch (RPD) is to allocate reactive power generation
so as to minimize the real power transmission losses and keep all voltage within the
limits, while satisfying a number of equality and inequality constraints. This paper
presents a new methodology for solving RPD. This methodology is consists of two
phases. The first one employs the genetic algorithm (GA) to obtain a feasible solution
subject to desired load convergence, while the other phase employs efficient GA to
obtain the optimal solution. Also, some major improvements are added to the traditional
genetic algorithm in order to improve the convergence and to find a better solution.
Extensive testing of the proposed algorithm is done on standard IEEE-30 bus system
and the results have been compared to those reported in the literature. The comparison
demonstrates the superiority of the proposed approach and confirms its potential to
solve the RPD problem.

DOI

10.21608/iceeng.2010.33023

Keywords

Reactive Power Dispatch Problem, Genetic Algorithm, Nonlinear Programming

Authors

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Last Name

Mousa

MiddleName

A.

Affiliation

Egyptian Armed Forces.

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Orcid

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First Name

Islam

Last Name

Eldesoky

MiddleName

M.

Affiliation

Benha High Technology Institute, Benha, Egypt.

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Volume

7

Article Issue

7th International Conference on Electrical Engineering ICEENG 2010

Related Issue

5537

Issue Date

2010-05-01

Receive Date

2019-05-23

Publish Date

2010-05-01

Page Start

1

Page End

14

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_33023.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=33023

Order

58

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

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Article

Created At

22 Jan 2023