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70643

OPTIMAL REACTIVE POWER PLANNING USING GENETIC ALGORITHM

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Last updated: 25 Dec 2024

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Abstract

This paper presents a new approach to solve the optimal reactive power
planning (RPP) problem based on a genetic algorithm. The reactive power
planning problem involves optimal placement and sizing of capacitors in a
network such that the power loss cost and investment costs of new VAR
sources are minimum. The genetic algorithm is a kind of search algorithm
based on natural selection and genetics. This algorithm can search for global
solution. The RPP problem is solved in two stages. The first stage determines
the optimal placement of capacitors. The second stage determines the optimal
sizing of such capacitors. The proposed approach incorporates detailed hourly
loading conditions at each bus and achieves a fairly accurate estim k of the
benefits from capacitor placement. The proposed method is applied to the IEEE
14-bus system and the IEEE 30-bus system and its results are compared with
the results of a conventional method. Although this method is not as fast as
sophisticated traditional methods, the applied concept is quite adequate for
planning applications.

DOI

10.21608/erjm.2002.70643

Keywords

Reactive power planing, Genetic Algorithm, Optimal power flow

Authors

First Name

G. E. M.

Last Name

Aly

MiddleName

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Affiliation

Tmta University

Email

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City

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Orcid

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First Name

a.

Last Name

El-Desouki

MiddleName

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Affiliation

Arab Academy for Science & Technology, Alex., Egypt

Email

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City

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Orcid

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First Name

Amany

Last Name

El-Zonkoly

MiddleName

-

Affiliation

Arab Academy for Science & Technology, Alex., Egypt

Email

-

City

-

Orcid

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Volume

25

Article Issue

2

Related Issue

10760

Issue Date

2002-04-01

Receive Date

2020-02-09

Publish Date

2002-04-01

Page Start

31

Page End

42

Print ISSN

1110-1180

Online ISSN

3009-6944

Link

https://erjm.journals.ekb.eg/article_70643.html

Detail API

https://erjm.journals.ekb.eg/service?article_code=70643

Order

3

Type

Original Article

Type Code

1,118

Publication Type

Journal

Publication Title

ERJ. Engineering Research Journal

Publication Link

https://erjm.journals.ekb.eg/

MainTitle

OPTIMAL REACTIVE POWER PLANNING USING GENETIC ALGORITHM

Details

Type

Article

Created At

22 Jan 2023