An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham

This thesis discusses the solution of Economic Dispatch (ED) problems which is to minimize the total cost of generation in power system operation by using an improved adaptive shuffled frog leaping algorithm (lASFLA). IASFLA is inspired from the behavior of a group of frogs to search a food source,...

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Main Author:	Muhamad Izham, Mohamad Helmi
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/67313/2/67313.pdf
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id	my-uitm-ir.67313
record_format	uketd_dc
spelling	my-uitm-ir.673132023-02-03T15:33:11Z An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham 2016 Muhamad Izham, Mohamad Helmi Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission This thesis discusses the solution of Economic Dispatch (ED) problems which is to minimize the total cost of generation in power system operation by using an improved adaptive shuffled frog leaping algorithm (lASFLA). IASFLA is inspired from the behavior of a group of frogs to search a food source, is an optimization technique that has been developed for solving the various problems. In this study, the IASFLA is suggested in order to improve the local search and performance of SFLA for nonsmooth optimization problem with non-convex solution spaces. The proposed IASFLA method is developed using MATLAB programming. The IASFLA method is tested on a ten generator units system with valve-point loading effects and multifuel source options. The results obtained proved that IASFLA is able to solve the problem with minimum total cost of generation compared to other methods. 2016 Thesis https://ir.uitm.edu.my/id/eprint/67313/ https://ir.uitm.edu.my/id/eprint/67313/2/67313.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 Muhamad Izham, Mohamad Helmi An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
description	This thesis discusses the solution of Economic Dispatch (ED) problems which is to minimize the total cost of generation in power system operation by using an improved adaptive shuffled frog leaping algorithm (lASFLA). IASFLA is inspired from the behavior of a group of frogs to search a food source, is an optimization technique that has been developed for solving the various problems. In this study, the IASFLA is suggested in order to improve the local search and performance of SFLA for nonsmooth optimization problem with non-convex solution spaces. The proposed IASFLA method is developed using MATLAB programming. The IASFLA method is tested on a ten generator units system with valve-point loading effects and multifuel source options. The results obtained proved that IASFLA is able to solve the problem with minimum total cost of generation compared to other methods.
format	Thesis
qualification_level	Bachelor degree
author	Muhamad Izham, Mohamad Helmi
author_facet	Muhamad Izham, Mohamad Helmi
author_sort	Muhamad Izham, Mohamad Helmi
title	An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
title_short	An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
title_full	An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
title_fullStr	An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
title_full_unstemmed	An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham
title_sort	improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / mohamad helmi muhamad izham
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2016
url	https://ir.uitm.edu.my/id/eprint/67313/2/67313.pdf
_version_	1783735678673092608

An improved adaptive shuffled frog leaping algorithm to solve various non smooth economic dispatch problems in power system / Mohamad Helmi Muhamad Izham

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