Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak

The economic dispatch (ED) problem is one of the most important operational functions of the modern day energy management system. The purpose of the ED is to find the optimum generation among the existing units, such that the total generation cost is minimized while simultaneously satisfying the pow...

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Main Author:	Abd Razak, Amelia
Format:	Thesis
Language:	English
Published:	2012
Subjects:	Transmission lines
Online Access:	https://ir.uitm.edu.my/id/eprint/67227/2/67227.pdf
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id	my-uitm-ir.67227
record_format	uketd_dc
spelling	my-uitm-ir.672272023-01-06T09:02:44Z Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak 2012 Abd Razak, Amelia Transmission lines The economic dispatch (ED) problem is one of the most important operational functions of the modern day energy management system. The purpose of the ED is to find the optimum generation among the existing units, such that the total generation cost is minimized while simultaneously satisfying the power balance equations and various other constraints in the system. This paper presents chaotic ant swarm optimization (CASO) for solving ED with the transmission losses problems in order to minimize the total generation cost while satisfying all generation constraint. This algorithm combines with the chaotic and selforganization behaviour ants in the foraging process. The proposed method is tested on six generation unit systems and the results show that it is able to solve ED problem. CASO algorithm used in this study was implemented by using MATLAB 7.5.0 (R2007b). Results demonstrate that the method can obtain feasible and effective solution. 2012 Thesis https://ir.uitm.edu.my/id/eprint/67227/ https://ir.uitm.edu.my/id/eprint/67227/2/67227.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Sheikh Rahimullah, Bibi Norasiqin
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Sheikh Rahimullah, Bibi Norasiqin
topic	Transmission lines
spellingShingle	Transmission lines Abd Razak, Amelia Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
description	The economic dispatch (ED) problem is one of the most important operational functions of the modern day energy management system. The purpose of the ED is to find the optimum generation among the existing units, such that the total generation cost is minimized while simultaneously satisfying the power balance equations and various other constraints in the system. This paper presents chaotic ant swarm optimization (CASO) for solving ED with the transmission losses problems in order to minimize the total generation cost while satisfying all generation constraint. This algorithm combines with the chaotic and selforganization behaviour ants in the foraging process. The proposed method is tested on six generation unit systems and the results show that it is able to solve ED problem. CASO algorithm used in this study was implemented by using MATLAB 7.5.0 (R2007b). Results demonstrate that the method can obtain feasible and effective solution.
format	Thesis
qualification_level	Bachelor degree
author	Abd Razak, Amelia
author_facet	Abd Razak, Amelia
author_sort	Abd Razak, Amelia
title	Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
title_short	Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
title_full	Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
title_fullStr	Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
title_full_unstemmed	Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak
title_sort	chaotic ant swarm optimization for economic dispatch considering transmission losses / amelia abd razak
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2012
url	https://ir.uitm.edu.my/id/eprint/67227/2/67227.pdf
_version_	1783735669093302272

Chaotic ant swarm optimization for economic dispatch considering transmission losses / Amelia Abd Razak

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