Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad

The problem of economic dispatch has been forwarded and solved by numerous methods such as dynamic programming, tabu search, simulated annealing and genetic algorithm (GA).In this project, Ant Colony Optimization (ACO) is used to solve the problem of economic dispatch with pollution control. The obj...

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Bibliographic Details
Main Author:	Mat Saad, Ahmad
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/67323/2/67323.pdf
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id	my-uitm-ir.67323
record_format	uketd_dc
spelling	my-uitm-ir.673232023-02-03T15:37:03Z Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad 2010 Mat Saad, Ahmad Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission The problem of economic dispatch has been forwarded and solved by numerous methods such as dynamic programming, tabu search, simulated annealing and genetic algorithm (GA).In this project, Ant Colony Optimization (ACO) is used to solve the problem of economic dispatch with pollution control. The objective is to minimize the total fuel cost of generation and environmental pollution. ACO offer a new powerful approach to these optimization problems made possible by the increasing availability of high performance computers at relatively low costs. CPU times can be reduced by decomposing the optimization constraints of the power system to active constraints manipulated directly by ACO and passive constraints maintained in their soft limits using a conventional constraint load flow. Simulation results on the IEEE 30-bus system show that by using this method, the solution to economic dispatch problem can be obtained. 2010 Thesis https://ir.uitm.edu.my/id/eprint/67323/ https://ir.uitm.edu.my/id/eprint/67323/2/67323.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 Mat Saad, Ahmad Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
description	The problem of economic dispatch has been forwarded and solved by numerous methods such as dynamic programming, tabu search, simulated annealing and genetic algorithm (GA).In this project, Ant Colony Optimization (ACO) is used to solve the problem of economic dispatch with pollution control. The objective is to minimize the total fuel cost of generation and environmental pollution. ACO offer a new powerful approach to these optimization problems made possible by the increasing availability of high performance computers at relatively low costs. CPU times can be reduced by decomposing the optimization constraints of the power system to active constraints manipulated directly by ACO and passive constraints maintained in their soft limits using a conventional constraint load flow. Simulation results on the IEEE 30-bus system show that by using this method, the solution to economic dispatch problem can be obtained.
format	Thesis
qualification_level	Bachelor degree
author	Mat Saad, Ahmad
author_facet	Mat Saad, Ahmad
author_sort	Mat Saad, Ahmad
title	Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
title_short	Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
title_full	Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
title_fullStr	Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
title_full_unstemmed	Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad
title_sort	economic power dispatch of power system with pollution control using ant colony optimization / ahmad mat saad
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2010
url	https://ir.uitm.edu.my/id/eprint/67323/2/67323.pdf
_version_	1783735681538850816

Economic power dispatch of power system with pollution control using ant colony optimization / Ahmad Mat Saad

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