Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib

The unit commitment problem is defined as the scheduling of a set of generating units/ to be on or off to meet the demand. For a power system operated by a vertically integrated monopoly, committing units is performed centrally by the utility, and the objective is to minimize the costs while supplyi...

Full description

Saved in:

Bibliographic Details
Main Author:	Abu Talib, Noor Elyliana
Format:	Thesis
Language:	English
Published:	2010
Subjects:	Production of electric energy or power Powerplants Central stations
Online Access:	https://ir.uitm.edu.my/id/eprint/67089/1/67089.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my-uitm-ir.67089
record_format	uketd_dc
spelling	my-uitm-ir.670892023-01-05T03:58:23Z Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib 2010 Abu Talib, Noor Elyliana Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission The unit commitment problem is defined as the scheduling of a set of generating units/ to be on or off to meet the demand. For a power system operated by a vertically integrated monopoly, committing units is performed centrally by the utility, and the objective is to minimize the costs while supplying all demand. In this paper, ant colony optimization (ACO) is proposed to solve unit commitment problem in power system. The ACO is a cooperative agents approach which inspired by behavior of real ant of finding the shortest path from food sources without using visual clues. These cooperating agents will cooperate to find good solutions for unit commitment. In order to fulfill the demand the related constraints is consider. The proposed approach is expected to yield minimized operational cost while supplying the load from the operated generation units. This approach is tested on 6 generation units test system over 4 stages of 24 hours period. The schedule is successfully obtained for the test system. 2010 Thesis https://ir.uitm.edu.my/id/eprint/67089/ https://ir.uitm.edu.my/id/eprint/67089/1/67089.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 Abu Talib, Noor Elyliana Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
description	The unit commitment problem is defined as the scheduling of a set of generating units/ to be on or off to meet the demand. For a power system operated by a vertically integrated monopoly, committing units is performed centrally by the utility, and the objective is to minimize the costs while supplying all demand. In this paper, ant colony optimization (ACO) is proposed to solve unit commitment problem in power system. The ACO is a cooperative agents approach which inspired by behavior of real ant of finding the shortest path from food sources without using visual clues. These cooperating agents will cooperate to find good solutions for unit commitment. In order to fulfill the demand the related constraints is consider. The proposed approach is expected to yield minimized operational cost while supplying the load from the operated generation units. This approach is tested on 6 generation units test system over 4 stages of 24 hours period. The schedule is successfully obtained for the test system.
format	Thesis
qualification_level	Bachelor degree
author	Abu Talib, Noor Elyliana
author_facet	Abu Talib, Noor Elyliana
author_sort	Abu Talib, Noor Elyliana
title	Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
title_short	Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
title_full	Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
title_fullStr	Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
title_full_unstemmed	Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib
title_sort	ant colony optimization for unit commitment problem / noor elyliana abu talib
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2010
url	https://ir.uitm.edu.my/id/eprint/67089/1/67089.pdf
_version_	1783735659702255616

Ant colony optimization for unit commitment problem / Noor Elyliana Abu Talib

Similar Items