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The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari

Continuous demand in power transmission network caused by reactive power has been highlighted as the main factor in voltage depreciation and also increase of total transmission loss. Past studies have reported several possible techniques such as optimal reactive power dispatch, optimal capacitor pla...

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Main Author: Md Hodari, Melor
Format: Thesis
Language:English
Published: 2010
Online Access:https://ir.uitm.edu.my/id/eprint/84876/1/84876.pdf
https://ir.uitm.edu.my/id/eprint/84876/
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spelling my.uitm.ir.848762024-04-18T08:12:02Z https://ir.uitm.edu.my/id/eprint/84876/ The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari Md Hodari, Melor Continuous demand in power transmission network caused by reactive power has been highlighted as the main factor in voltage depreciation and also increase of total transmission loss. Past studies have reported several possible techniques such as optimal reactive power dispatch, optimal capacitor placement; transformer tap setting and static VAR compensator are solutions for reducing voltage collapse occurrences. This paper presents Ant Colony Optimization (ACO) technique to improve voltage stability condition along with transmission loss and voltage profile monitoring using STATCOM. The purpose is to search for a solution for the best parameters of ACO that will improve the voltages and also to reduce the power losses in an electric power system. The proposed technique was tested using the standard IEEE 30-bus system and the capability of developed ACO in solving continuous optimization problems has been revealed as the added value in the algorithm. 2010 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/84876/1/84876.pdf The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari. (2010) Degree thesis, thesis, Universiti Teknologi MARA (UiTM).
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description Continuous demand in power transmission network caused by reactive power has been highlighted as the main factor in voltage depreciation and also increase of total transmission loss. Past studies have reported several possible techniques such as optimal reactive power dispatch, optimal capacitor placement; transformer tap setting and static VAR compensator are solutions for reducing voltage collapse occurrences. This paper presents Ant Colony Optimization (ACO) technique to improve voltage stability condition along with transmission loss and voltage profile monitoring using STATCOM. The purpose is to search for a solution for the best parameters of ACO that will improve the voltages and also to reduce the power losses in an electric power system. The proposed technique was tested using the standard IEEE 30-bus system and the capability of developed ACO in solving continuous optimization problems has been revealed as the added value in the algorithm.
format Thesis
author Md Hodari, Melor
spellingShingle Md Hodari, Melor
The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
author_facet Md Hodari, Melor
author_sort Md Hodari, Melor
title The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
title_short The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
title_full The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
title_fullStr The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
title_full_unstemmed The study of ant colony optimization (ACO) parameters for STATCOM optimization / Melor Md Hodari
title_sort study of ant colony optimization (aco) parameters for statcom optimization / melor md hodari
publishDate 2010
url https://ir.uitm.edu.my/id/eprint/84876/1/84876.pdf
https://ir.uitm.edu.my/id/eprint/84876/
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score 13.211869

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