A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm

Economic dispatch is the process of finding the optimal generation scheduling of a number of electricity generation facilities to meet the load of the system at lowest possible cost, subject to transmission and operational constraints on the system. The main idea of this paper focuses on the applica...

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Main Authors:	Al-Shetwi, Ali Q., Alomoush, Muwaffaq I.
Format:	Article
Language:	English
Published:	Malaysian Technical Universities Network (MTUN) 2016
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/14875/ http://umpir.ump.edu.my/id/eprint/14875/ http://umpir.ump.edu.my/id/eprint/14875/1/fkee-2016-alshetwi-new%20approach%20to%20the%20solution%20of%20economic.pdf

id	ump-14875
recordtype	eprints
spelling	ump-148752019-10-18T02:40:21Z http://umpir.ump.edu.my/id/eprint/14875/ A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm Al-Shetwi, Ali Q. Alomoush, Muwaffaq I. TK Electrical engineering. Electronics Nuclear engineering Economic dispatch is the process of finding the optimal generation scheduling of a number of electricity generation facilities to meet the load of the system at lowest possible cost, subject to transmission and operational constraints on the system. The main idea of this paper focuses on the application of genetic algorithm in order to identify the best solution to an economic dispatch problem by using a new approach depending on Bmn coefficients and arithmetic crossover of the genetic algorithm. In this study, the proposed method solves the economic dispatch problem of three generator units whilst taking into consideration the coefficient losses to find the most important factors in electrical generation, which are the output power and total cost. The results of this study are compared with the classical optimization calculation techniques, and it is found that the results were almost equal. The MATLAB simulation is run to demonstrate clearly the effectiveness of the new genetic algorithm approach as a very important method in the solution of economic dispatch problems. Malaysian Technical Universities Network (MTUN) 2016 Article PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/14875/1/fkee-2016-alshetwi-new%20approach%20to%20the%20solution%20of%20economic.pdf Al-Shetwi, Ali Q. and Alomoush, Muwaffaq I. (2016) A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm. Journal of Engineering and Technology, 7 (1). pp. 40-48. ISSN 2180-3811 (print); 2289-814X (online) http://journal.utem.edu.my/index.php/jet/article/view/532
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Al-Shetwi, Ali Q. Alomoush, Muwaffaq I. A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
description	Economic dispatch is the process of finding the optimal generation scheduling of a number of electricity generation facilities to meet the load of the system at lowest possible cost, subject to transmission and operational constraints on the system. The main idea of this paper focuses on the application of genetic algorithm in order to identify the best solution to an economic dispatch problem by using a new approach depending on Bmn coefficients and arithmetic crossover of the genetic algorithm. In this study, the proposed method solves the economic dispatch problem of three generator units whilst taking into consideration the coefficient losses to find the most important factors in electrical generation, which are the output power and total cost. The results of this study are compared with the classical optimization calculation techniques, and it is found that the results were almost equal. The MATLAB simulation is run to demonstrate clearly the effectiveness of the new genetic algorithm approach as a very important method in the solution of economic dispatch problems.
format	Article
author	Al-Shetwi, Ali Q. Alomoush, Muwaffaq I.
author_facet	Al-Shetwi, Ali Q. Alomoush, Muwaffaq I.
author_sort	Al-Shetwi, Ali Q.
title	A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
title_short	A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
title_full	A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
title_fullStr	A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
title_full_unstemmed	A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm
title_sort	new approach to the solution of economic dispatch using genetic algorithm
publisher	Malaysian Technical Universities Network (MTUN)
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/14875/ http://umpir.ump.edu.my/id/eprint/14875/ http://umpir.ump.edu.my/id/eprint/14875/1/fkee-2016-alshetwi-new%20approach%20to%20the%20solution%20of%20economic.pdf
first_indexed	2023-09-18T22:19:07Z
last_indexed	2023-09-18T22:19:07Z
_version_	1777415537196793856

A New Approach To The Solution Of Economic Dispatch Using Genetic Algorithm

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