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70046

OPTIMAL PLANNING AND OPERATION OF ACTUAL DISTRIBUTION SYSTEMS IN EGYPT USING A MULTI-OBJECTIVE GENETIC ALGORITHM

Article

Last updated: 25 Dec 2024

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Abstract

This paper proposes procedures for optimal planning and operation of radial distribution systems
(RDS). Optimal planning involves selection of the best cross-section of branches to be operated,
such that the resulting RDS yields the desired performance for the existing and expanding load
demand. A genetic algorithm (GA) is used to obtain the optimal branches of RDS by minimizing
the sum of branch cost and present worth of the feeder energy costs, while keeping the voltage
regulation within a prescribed limit and satisSying the growth factor. The multi-objective genetic
algorithm (MOGA) is suggested to achieve more than one objective and satisfy the RDS
constraints. After selection of the optimal branches, an optimal operation procedure of RDS is
proposed using a distribution system software programming @SSP). This program is applied to
obtain the optimal switched point to find the best radial reconfiguration system with minimum
energy loss costs and satisfy the RDS constraints such as: branch voltage drop, thermal current
carrying capacity and balanced power generation-load demand equation. Different studies are
presented to illustrate the capability of the proposed optimal procedures using two real life power
distribution systems.

DOI

10.21608/erjm.2007.70046

Keywords

: Distribution system, Genetic Algorithm, Multi-objective genetic algorithm

Authors

First Name

Adel A.

Last Name

Abou El-El

MiddleName

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Affiliation

Faculty of Engineering Minou$ya Universit

Email

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City

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Orcid

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First Name

Gamal E. M.

Last Name

Ali

MiddleName

-

Affiliation

Faculty of Engineering Tanta Universi

Email

-

City

-

Orcid

-

First Name

Abeer A. E.

Last Name

Shammah

MiddleName

-

Affiliation

South Delta Electricity Distribution Company SDEDC

Email

-

City

-

Orcid

-

Volume

30

Article Issue

2

Related Issue

10628

Issue Date

2007-04-01

Receive Date

2020-02-05

Publish Date

2007-04-01

Page Start

117

Page End

124

Print ISSN

1110-1180

Online ISSN

3009-6944

Link

https://erjm.journals.ekb.eg/article_70046.html

Detail API

https://erjm.journals.ekb.eg/service?article_code=70046

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1

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 PLANNING AND OPERATION OF ACTUAL DISTRIBUTION SYSTEMS IN EGYPT USING A MULTI-OBJECTIVE GENETIC ALGORITHM

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Article

Created At

22 Jan 2023