Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm

The main purpose of Economic Load Dispatch (ELD) is to determine the optimal output of generating units to meet the power demand at lowest possible cost and subjected to the operational constraints. Various ELD optimization methods have been developed in order to deal with the challenges of continuo...

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Main Author:	Muhamad Salim, Muhamad Solahuddin
Format:	Thesis
Language:	English English English
Published:	2020
Subjects:	TK1001-1841 Production of electric energy or power Powerplants Central stations
Online Access:	http://eprints.uthm.edu.my/393/1/24p%20MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM.pdf http://eprints.uthm.edu.my/393/2/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/393/3/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20WATERMARK.pdf
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id	my-uthm-ep.393
record_format	uketd_dc
spelling	my-uthm-ep.3932021-07-25T02:16:21Z Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm 2020-01 Muhamad Salim, Muhamad Solahuddin TK1001-1841 Production of electric energy or power. Powerplants. Central stations The main purpose of Economic Load Dispatch (ELD) is to determine the optimal output of generating units to meet the power demand at lowest possible cost and subjected to the operational constraints. Various ELD optimization methods have been developed in order to deal with the challenges of continuous and sustainable power at optimal cost. The deficiency of fossil fuel reserve and rapid increase of fuel prices to generate electricity has encouraged the use of Renewable Energy (RE). Furthermore, concerns over environmental pollution also become a factor to incorporate the RE and fossil fuel in generating electricity. This project propose the Firefly Algorithm (FA) to solve Economic and Emission Load Dispatch (EELD) problems that consists of photovoltaic systems. The FA algorithm is used to determine the optimal cost and emission levels of power generation. The test case considered in this project is Static Combined Economic and Emission Dispatch (SCEED) that been simulated for each hour. The test system with 6 units of thermal generator and 13 units of PV generator are used to optimize SCEED problem by using FA. The Weight Sum Method (WSM) approach is used to determine the best compromise solution among the cost and emission. It found that FA can provide the fast convergence in finding the global minima value. It can be concluded that FA can solve the problem of economic and emission dispatch accurately. 2020-01 Thesis http://eprints.uthm.edu.my/393/ http://eprints.uthm.edu.my/393/1/24p%20MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM.pdf text en public http://eprints.uthm.edu.my/393/2/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20COPYRIGHT%20DECLARATION.pdf text en staffonly http://eprints.uthm.edu.my/393/3/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20WATERMARK.pdf text en validuser mphil masters Universiti Tun Hussein Onn Malaysia Fakulti Kejuruteraan Elektrik dan Elektronik
institution	Universiti Tun Hussein Onn Malaysia
collection	UTHM Institutional Repository
language	English English English
topic	TK1001-1841 Production of electric energy or power Powerplants Central stations
spellingShingle	TK1001-1841 Production of electric energy or power Powerplants Central stations Muhamad Salim, Muhamad Solahuddin Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
description	The main purpose of Economic Load Dispatch (ELD) is to determine the optimal output of generating units to meet the power demand at lowest possible cost and subjected to the operational constraints. Various ELD optimization methods have been developed in order to deal with the challenges of continuous and sustainable power at optimal cost. The deficiency of fossil fuel reserve and rapid increase of fuel prices to generate electricity has encouraged the use of Renewable Energy (RE). Furthermore, concerns over environmental pollution also become a factor to incorporate the RE and fossil fuel in generating electricity. This project propose the Firefly Algorithm (FA) to solve Economic and Emission Load Dispatch (EELD) problems that consists of photovoltaic systems. The FA algorithm is used to determine the optimal cost and emission levels of power generation. The test case considered in this project is Static Combined Economic and Emission Dispatch (SCEED) that been simulated for each hour. The test system with 6 units of thermal generator and 13 units of PV generator are used to optimize SCEED problem by using FA. The Weight Sum Method (WSM) approach is used to determine the best compromise solution among the cost and emission. It found that FA can provide the fast convergence in finding the global minima value. It can be concluded that FA can solve the problem of economic and emission dispatch accurately.
format	Thesis
qualification_name	Master of Philosophy (M.Phil.)
qualification_level	Master's degree
author	Muhamad Salim, Muhamad Solahuddin
author_facet	Muhamad Salim, Muhamad Solahuddin
author_sort	Muhamad Salim, Muhamad Solahuddin
title	Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
title_short	Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
title_full	Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
title_fullStr	Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
title_full_unstemmed	Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
title_sort	optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
granting_institution	Universiti Tun Hussein Onn Malaysia
granting_department	Fakulti Kejuruteraan Elektrik dan Elektronik
publishDate	2020
url	http://eprints.uthm.edu.my/393/1/24p%20MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM.pdf http://eprints.uthm.edu.my/393/2/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/393/3/MUHAMAD%20SOLAHUDDIN%20BIN%20MUHAMAD%20SALIM%20WATERMARK.pdf
_version_	1747830599639367680

Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm

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