Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique

In this paper, a newly surfaced nature-inspired optimization technique called moth-flame optimization(MFO) algorithm is utilized to address the optimal reactive power dispatch (ORPD) problem. MFO algo-rithm is inspired by the natural navigation technique of moths when they travel at night, where the...

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Main Authors:	Rebecca Ng, Shin Mei, Mohd Herwan, Sulaiman, Zuriani, Mustaffa, Hamdan, Daniyal
Format:	Article
Language:	English
Published:	Elsevier 2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/1/fkee-2017-hamdan-%20Optimal%20Reactive%20Power%20Dispatch%20Solution1.pdf

id	ump-18412
recordtype	eprints
spelling	ump-184122019-10-30T03:38:11Z http://umpir.ump.edu.my/id/eprint/18412/ Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique Rebecca Ng, Shin Mei Mohd Herwan, Sulaiman Zuriani, Mustaffa Hamdan, Daniyal TK Electrical engineering. Electronics Nuclear engineering In this paper, a newly surfaced nature-inspired optimization technique called moth-flame optimization(MFO) algorithm is utilized to address the optimal reactive power dispatch (ORPD) problem. MFO algo-rithm is inspired by the natural navigation technique of moths when they travel at night, where they usevisible light sources as guidance. In this paper, MFO is realized in ORPD problem to investigate the bestcombination of control variables including generators voltage, transformers tap setting as well as reactivecompensators sizing to achieve minimum total power loss and minimum voltage deviation. Furthermore,the effectiveness of MFO algorithm is compared with other identified optimization techniques on threecase studies, namely IEEE 30-bus system, IEEE 57-bus system and IEEE 118-bus system. The statisticalanalysis of this research illustrated that MFO is able to produce competitive results by yielding lowerpower loss and lower voltage deviation than the selected techniques from literature. Elsevier 2017-10 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18412/1/fkee-2017-hamdan-%20Optimal%20Reactive%20Power%20Dispatch%20Solution1.pdf Rebecca Ng, Shin Mei and Mohd Herwan, Sulaiman and Zuriani, Mustaffa and Hamdan, Daniyal (2017) Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique. Applied Soft Computing, 59. pp. 210-222. ISSN 1568-4946 https://doi.org/10.1016/j.asoc.2017.05.057 DOI: 10.1016/j.asoc.2017.05.057
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Rebecca Ng, Shin Mei Mohd Herwan, Sulaiman Zuriani, Mustaffa Hamdan, Daniyal Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
description	In this paper, a newly surfaced nature-inspired optimization technique called moth-flame optimization(MFO) algorithm is utilized to address the optimal reactive power dispatch (ORPD) problem. MFO algo-rithm is inspired by the natural navigation technique of moths when they travel at night, where they usevisible light sources as guidance. In this paper, MFO is realized in ORPD problem to investigate the bestcombination of control variables including generators voltage, transformers tap setting as well as reactivecompensators sizing to achieve minimum total power loss and minimum voltage deviation. Furthermore,the effectiveness of MFO algorithm is compared with other identified optimization techniques on threecase studies, namely IEEE 30-bus system, IEEE 57-bus system and IEEE 118-bus system. The statisticalanalysis of this research illustrated that MFO is able to produce competitive results by yielding lowerpower loss and lower voltage deviation than the selected techniques from literature.
format	Article
author	Rebecca Ng, Shin Mei Mohd Herwan, Sulaiman Zuriani, Mustaffa Hamdan, Daniyal
author_facet	Rebecca Ng, Shin Mei Mohd Herwan, Sulaiman Zuriani, Mustaffa Hamdan, Daniyal
author_sort	Rebecca Ng, Shin Mei
title	Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
title_short	Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
title_full	Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
title_fullStr	Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
title_full_unstemmed	Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique
title_sort	optimal reactive power dispatch solution by loss minimization using moth-flame optimization technique
publisher	Elsevier
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/ http://umpir.ump.edu.my/id/eprint/18412/1/fkee-2017-hamdan-%20Optimal%20Reactive%20Power%20Dispatch%20Solution1.pdf
first_indexed	2023-09-18T22:26:04Z
last_indexed	2023-09-18T22:26:04Z
_version_	1777415974871367680

Optimal Reactive Power Dispatch Solution by Loss Minimization Using Moth-Flame Optimization Technique

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