Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar

This thesis discusses about an alternative approach towards solving economic dispatch problem with multiple fuel options using shuffled frog leaping algorithm (SFLA). Thermal unit with multiple fuel option is expressed as a segmented piecewise quadratic function. This study proposes the SFLA method...

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Main Author:	Abu Bakar, Muhammad Akif
Format:	Thesis
Language:	English
Published:	2016
Subjects:	Algorithms
Online Access:	https://ir.uitm.edu.my/id/eprint/67278/2/67278.pdf
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id	my-uitm-ir.67278
record_format	uketd_dc
spelling	my-uitm-ir.672782023-01-10T01:53:00Z Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar 2016 Abu Bakar, Muhammad Akif Algorithms Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission This thesis discusses about an alternative approach towards solving economic dispatch problem with multiple fuel options using shuffled frog leaping algorithm (SFLA). Thermal unit with multiple fuel option is expressed as a segmented piecewise quadratic function. This study proposes the SFLA method to determine the optimal combination of power outputs of the generating units with the most minimum fuel cost while taking into considerations the constraints of the generating units. The proposed method in solving economic dispatch problem combines the evolutionary algorithm with analytical approach is capable in performing much better in directing the search towards the optimal region. Simulations were conducted by applying the SFLA method to solve for the economic dispatch problem of ten units with multiple fuel options. Based on the results obtained, it shows that the SFLA method managed to solve the economic dispatch problems with multiple fuel options. 2016 Thesis https://ir.uitm.edu.my/id/eprint/67278/ https://ir.uitm.edu.my/id/eprint/67278/2/67278.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	Algorithms Algorithms Algorithms
spellingShingle	Algorithms Algorithms Algorithms Abu Bakar, Muhammad Akif Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
description	This thesis discusses about an alternative approach towards solving economic dispatch problem with multiple fuel options using shuffled frog leaping algorithm (SFLA). Thermal unit with multiple fuel option is expressed as a segmented piecewise quadratic function. This study proposes the SFLA method to determine the optimal combination of power outputs of the generating units with the most minimum fuel cost while taking into considerations the constraints of the generating units. The proposed method in solving economic dispatch problem combines the evolutionary algorithm with analytical approach is capable in performing much better in directing the search towards the optimal region. Simulations were conducted by applying the SFLA method to solve for the economic dispatch problem of ten units with multiple fuel options. Based on the results obtained, it shows that the SFLA method managed to solve the economic dispatch problems with multiple fuel options.
format	Thesis
qualification_level	Bachelor degree
author	Abu Bakar, Muhammad Akif
author_facet	Abu Bakar, Muhammad Akif
author_sort	Abu Bakar, Muhammad Akif
title	Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
title_short	Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
title_full	Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
title_fullStr	Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
title_full_unstemmed	Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar
title_sort	application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / muhammad akif abu bakar
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2016
url	https://ir.uitm.edu.my/id/eprint/67278/2/67278.pdf
_version_	1783735673559187456

Application of shuffled frog leaping algorithm for economic dispatch with multiple fuel options / Muhammad Akif Abu Bakar

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