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Firefly algorithm technique for solving economic dispatch problem

This paper presents the implementation of Firefly Algorithm (FA) in solving the Economic Dispatch (ED) problem by minimizing the fuel cost and considering the generator limits and transmission losses. ED is one of the most challenging problems of power system since it is difficult to determine the o...

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Main Authors:	Sulaiman, Mohd Herwan, Mustafa, Mohd Wazir, Zakaria, Z. N., Aliman, O., Abdul Rahim, Siti Rafidah
Format:	Book Section
Published:	IEEE 2012
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/35781/ https://www.researchgate.net/publication/261087645_Firefly_Algorithm_technique_for_solving_Economic_Dispatch_problem
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id	my.utm.35781
record_format	eprints
spelling	my.utm.357812017-06-13T04:07:56Z http://eprints.utm.my/id/eprint/35781/ Firefly algorithm technique for solving economic dispatch problem Sulaiman, Mohd Herwan Mustafa, Mohd Wazir Zakaria, Z. N. Aliman, O. Abdul Rahim, Siti Rafidah TK Electrical engineering. Electronics Nuclear engineering This paper presents the implementation of Firefly Algorithm (FA) in solving the Economic Dispatch (ED) problem by minimizing the fuel cost and considering the generator limits and transmission losses. ED is one of the most challenging problems of power system since it is difficult to determine the optimum generation scheduling to meet the particular load demand with the minimum fuel cost and transmission loss. Until now, there are a lot of researches that have been done to seek for closest optimum result in determining the power generation of each generator especially in large scale power system. FA is a meta-heuristic algorithm which is inspired by the flashing behavior of fireflies. The primary purpose of firefly's flash is to act as a signal system to attract other fireflies. In this paper, 26-bus system is utilized to show the effectiveness of the FA in solving the ED problem. Comparison with Continuous Genetic Algorithm (CGA) and conventional method are also given. IEEE 2012 Book Section PeerReviewed Sulaiman, Mohd Herwan and Mustafa, Mohd Wazir and Zakaria, Z. N. and Aliman, O. and Abdul Rahim, Siti Rafidah (2012) Firefly algorithm technique for solving economic dispatch problem. In: 2012 IEEE International Power Engineering and Optimization Conference, PEOCO 2012 - Conference Proceedings. IEEE, New York, USA, pp. 90-95. ISBN 978-146730661-4 https://www.researchgate.net/publication/261087645_Firefly_Algorithm_technique_for_solving_Economic_Dispatch_problem DOI:10.1109/PEOCO.2012.6230841
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Sulaiman, Mohd Herwan Mustafa, Mohd Wazir Zakaria, Z. N. Aliman, O. Abdul Rahim, Siti Rafidah Firefly algorithm technique for solving economic dispatch problem
description	This paper presents the implementation of Firefly Algorithm (FA) in solving the Economic Dispatch (ED) problem by minimizing the fuel cost and considering the generator limits and transmission losses. ED is one of the most challenging problems of power system since it is difficult to determine the optimum generation scheduling to meet the particular load demand with the minimum fuel cost and transmission loss. Until now, there are a lot of researches that have been done to seek for closest optimum result in determining the power generation of each generator especially in large scale power system. FA is a meta-heuristic algorithm which is inspired by the flashing behavior of fireflies. The primary purpose of firefly's flash is to act as a signal system to attract other fireflies. In this paper, 26-bus system is utilized to show the effectiveness of the FA in solving the ED problem. Comparison with Continuous Genetic Algorithm (CGA) and conventional method are also given.
format	Book Section
author	Sulaiman, Mohd Herwan Mustafa, Mohd Wazir Zakaria, Z. N. Aliman, O. Abdul Rahim, Siti Rafidah
author_facet	Sulaiman, Mohd Herwan Mustafa, Mohd Wazir Zakaria, Z. N. Aliman, O. Abdul Rahim, Siti Rafidah
author_sort	Sulaiman, Mohd Herwan
title	Firefly algorithm technique for solving economic dispatch problem
title_short	Firefly algorithm technique for solving economic dispatch problem
title_full	Firefly algorithm technique for solving economic dispatch problem
title_fullStr	Firefly algorithm technique for solving economic dispatch problem
title_full_unstemmed	Firefly algorithm technique for solving economic dispatch problem
title_sort	firefly algorithm technique for solving economic dispatch problem
publisher	IEEE
publishDate	2012
url	http://eprints.utm.my/id/eprint/35781/ https://www.researchgate.net/publication/261087645_Firefly_Algorithm_technique_for_solving_Economic_Dispatch_problem
_version_	1643649838766620672
score	13.211869

Firefly algorithm technique for solving economic dispatch problem

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