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34502

Two-Phase Approach Based on Genetic Algorithm for Reactive Power Dispatch Problem

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Last updated: 24 Dec 2024

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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.2008.34502

Keywords

Reactive Power Dispatch Problem, Genetic Algorithm, Nonlinear Programming

Authors

First Name

A.

Last Name

Mousa

MiddleName

A.

Affiliation

Department of basic engineering science, Faculty of Engineering, Shebin El-Kom, Menoufia University, Egypt.

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Volume

6

Article Issue

6th International Conference on Electrical Engineering ICEENG 2008

Related Issue

5700

Issue Date

2008-05-01

Receive Date

2019-06-12

Publish Date

2008-05-01

Page Start

1

Page End

13

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_34502.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34502

Order

136

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

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

MainTitle

Two-Phase Approach Based on Genetic Algorithm for Reactive Power Dispatch Problem

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Article

Created At

22 Jan 2023