Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin

This project report presents a solution for initializing optimal power flow by using artificial immune system optimization technique. The main consideration in optimal power flow is that the utility strive to minimize its costs and losses while satisfying all of its constraints. By selecting the bes...

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Main Author:	Tajudin, Aimi Idzwan
Format:	Thesis
Language:	English
Published:	2007
Online Access:	https://ir.uitm.edu.my/id/eprint/84543/1/84543.pdf
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id	my-uitm-ir.84543
record_format	uketd_dc
spelling	my-uitm-ir.845432024-02-19T01:44:40Z Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin 2007 Tajudin, Aimi Idzwan This project report presents a solution for initializing optimal power flow by using artificial immune system optimization technique. The main consideration in optimal power flow is that the utility strive to minimize its costs and losses while satisfying all of its constraints. By selecting the best of an initial set of control variables from the beginning of the optimization procedure, this method can be work out excellently to achieve the main objective function to minimize instantaneous costs and losses. This paper proposed new approach of selecting initial set of generated and injected reactive power, and also transformer tap changer with less violations of constraint to overwhelm these difficulties. The programmed that has been used in this project is MATLAB, which provides a high level computing language and interactive environment for algorithm development, data visualization, data analysis and numerical analysis. This technique was tested on the IEEE 30 bus reliability test system and results proved that the proposed technique is able to minimize the total costs and total losses of the system. 2007 Thesis https://ir.uitm.edu.my/id/eprint/84543/ https://ir.uitm.edu.my/id/eprint/84543/1/84543.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Abdul Rahman, Titik Khawa
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Abdul Rahman, Titik Khawa
description	This project report presents a solution for initializing optimal power flow by using artificial immune system optimization technique. The main consideration in optimal power flow is that the utility strive to minimize its costs and losses while satisfying all of its constraints. By selecting the best of an initial set of control variables from the beginning of the optimization procedure, this method can be work out excellently to achieve the main objective function to minimize instantaneous costs and losses. This paper proposed new approach of selecting initial set of generated and injected reactive power, and also transformer tap changer with less violations of constraint to overwhelm these difficulties. The programmed that has been used in this project is MATLAB, which provides a high level computing language and interactive environment for algorithm development, data visualization, data analysis and numerical analysis. This technique was tested on the IEEE 30 bus reliability test system and results proved that the proposed technique is able to minimize the total costs and total losses of the system.
format	Thesis
qualification_level	Bachelor degree
author	Tajudin, Aimi Idzwan
spellingShingle	Tajudin, Aimi Idzwan Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
author_facet	Tajudin, Aimi Idzwan
author_sort	Tajudin, Aimi Idzwan
title	Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
title_short	Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
title_full	Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
title_fullStr	Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
title_full_unstemmed	Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin
title_sort	initialization procedure in solving optimal power flow (opf) using artificial immune system (ais) optimization technique / aimi idzwan tajudin
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2007
url	https://ir.uitm.edu.my/id/eprint/84543/1/84543.pdf
_version_	1794192017610244096

Initialization procedure in solving Optimal Power Flow (OPF) using Artificial Immune System (AIS) optimization technique / Aimi Idzwan Tajudin

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