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18977

ECONOMICALLY OPTIMAL DESIGN OF HYBRID RENEWABLE ENERGY SYSTEMS USING HOMER AND ACO

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Last updated: 03 Jan 2025

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Abstract

Today, the growing energy demand has shaped dramatic depletion of fossil fuels and unavoidable rising energy values. Furthermore, environmental effect of fossil fuel led to vital for using Renewable Energy (RE) to meet the increasing energy demand and resolve the emission problems. Irregularity and the high price of the renewable energy technologies are the key challenges of renewable energy usage. This approach presents an arranged examination for optimum pattern of Hybrid Renewable Energy Systems (HRES). The optimization was appreciated through the usage of Hybrid Optimization Model for Electric Renewable (HOMER) program and Ant colony optimization (ACO) algorithms in MATLAB is existing in this study. The recommended methodology has been proven on an incident study of an HRES that includes wind turbine, photovoltaic (PV) panels, natural gas generator and batteries. In conclusion, HRES design via a multi-impartial optimization source. The main purpose of the design is to promptly reduce total Net Present Cost (NPC), maximize renewable energy quotient, and decrease fuel emission. Additionally ACO algorithms not common usage in similar renewable energy studies which give advantage and make this study pioneer in this field, Also give more accurate results compared with HOMER program that shows in this paper.

DOI

10.21608/auej.2018.18977

Authors

First Name

Nagger

Last Name

Hassan

MiddleName

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Affiliation

Electrical Power and Machines Department Faculty of Engineering Ain Shams University

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Orcid

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First Name

Khaled

Last Name

Abd El_Atey

MiddleName

-

Affiliation

Electrical Power and Machines Department Faculty of Engineering Ain Shams University

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Orcid

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First Name

Amr

Last Name

Mohammed El_Enany

MiddleName

Hosny

Affiliation

Electrical Power and Machines Department Faculty of Engineering Ain Shams University

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-

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Orcid

-

Volume

13

Article Issue

48

Related Issue

3917

Issue Date

2018-07-01

Receive Date

2018-11-13

Publish Date

2018-07-01

Page Start

1,016

Page End

1,030

Print ISSN

1687-8418

Link

https://jaes.journals.ekb.eg/article_18977.html

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https://jaes.journals.ekb.eg/service?article_code=18977

Order

19

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Original Article

Type Code

706

Publication Type

Journal

Publication Title

Journal of Al-Azhar University Engineering Sector

Publication Link

https://jaes.journals.ekb.eg/

MainTitle

ECONOMICALLY OPTIMAL DESIGN OF HYBRID RENEWABLE ENERGY SYSTEMS USING HOMER AND ACO

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Article

Created At

22 Jan 2023