A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady

This thesis discusses the solution of short-term hydrothermal scheduling problem using modified shuffled frog-leaping algorithm, which is inspired by the behavior of a group frog to find a place that has the most food optimization technique purpose that has been develop for solving the hydrothermal...

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Main Author:	Abdul Hady, Mohamad Khairul Hakimi
Format:	Thesis
Language:	English
Published:	2016
Subjects:	Production of electric energy or power Powerplants Central stations
Online Access:	https://ir.uitm.edu.my/id/eprint/67296/2/67296.pdf
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id	my-uitm-ir.67296
record_format	uketd_dc
spelling	my-uitm-ir.672962023-02-03T15:28:37Z A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady 2016 Abdul Hady, Mohamad Khairul Hakimi Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission This thesis discusses the solution of short-term hydrothermal scheduling problem using modified shuffled frog-leaping algorithm, which is inspired by the behavior of a group frog to find a place that has the most food optimization technique purpose that has been develop for solving the hydrothermal scheduling problem. Short-term hydrothermal scheduling is defined as commitment and dispatching of thermal and hydro units in order to minimize the cost while fulfill the demand. Hydrothermal scheduling problem involves large, nonconvex, dynamic and nonlinear programing by observing all constraints. The most important purpose of this study is to obtain the minimum total fuel cost at thermal and the optimal generated power process for every unit hydro and thermal plant. This paper presents a modified shuffled frog leaping algorithm in order to accelerate the global search solution. This modified SFLA (MSFLA) is developed in MATLAB programming and tested on a system with three thermal unit plants and four hydro unit plants. The result shows that the MSFLA is able to provide a solution for hydrothermal scheduling problem. 2016 Thesis https://ir.uitm.edu.my/id/eprint/67296/ https://ir.uitm.edu.my/id/eprint/67296/2/67296.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	Production of electric energy or power Powerplants Central stations Production of electric energy or power Powerplants Central stations
spellingShingle	Production of electric energy or power Powerplants Central stations Production of electric energy or power Powerplants Central stations Abdul Hady, Mohamad Khairul Hakimi A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
description	This thesis discusses the solution of short-term hydrothermal scheduling problem using modified shuffled frog-leaping algorithm, which is inspired by the behavior of a group frog to find a place that has the most food optimization technique purpose that has been develop for solving the hydrothermal scheduling problem. Short-term hydrothermal scheduling is defined as commitment and dispatching of thermal and hydro units in order to minimize the cost while fulfill the demand. Hydrothermal scheduling problem involves large, nonconvex, dynamic and nonlinear programing by observing all constraints. The most important purpose of this study is to obtain the minimum total fuel cost at thermal and the optimal generated power process for every unit hydro and thermal plant. This paper presents a modified shuffled frog leaping algorithm in order to accelerate the global search solution. This modified SFLA (MSFLA) is developed in MATLAB programming and tested on a system with three thermal unit plants and four hydro unit plants. The result shows that the MSFLA is able to provide a solution for hydrothermal scheduling problem.
format	Thesis
qualification_level	Bachelor degree
author	Abdul Hady, Mohamad Khairul Hakimi
author_facet	Abdul Hady, Mohamad Khairul Hakimi
author_sort	Abdul Hady, Mohamad Khairul Hakimi
title	A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
title_short	A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
title_full	A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
title_fullStr	A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
title_full_unstemmed	A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady
title_sort	modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / mohamad khairul hakimi abdul hady
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2016
url	https://ir.uitm.edu.my/id/eprint/67296/2/67296.pdf
_version_	1783735675861860352

A modified shuffled frog leaping algorithm and its application to short-term hydrothermal scheduling / Mohamad Khairul Hakimi Abdul Hady

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