An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control

Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generat...

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Main Authors:	S. Jaber, Aqeel, Abu Zaharin, Ahmad, Abdalla, Ahmed N.
Format:	Article
Language:	English
Published:	Scientific Research 2013
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf

id	ump-6239
recordtype	eprints
spelling	ump-62392018-10-03T07:45:56Z http://umpir.ump.edu.my/id/eprint/6239/ An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. TK Electrical engineering. Electronics Nuclear engineering Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generating unit by the protection device. In this paper, multi-area Frequency Control by using the combination of PSO and fuzzy logic control (FLC) technique. PSO optimization method is used to tuning the fuzzy controller input and output gains. Four of an interconnected electrical power system used as a testing the effectiveness of the proposed method compared to a conventional PI controller and scaled-fuzzy controller. The simulation result has been shown that the controller can generate the best dynamic response in multi-load conditions. Scientific Research 2013 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf S. Jaber, Aqeel and Abu Zaharin, Ahmad and Abdalla, Ahmed N. (2013) An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control. Energy and Power Engineering, 5 (4). pp. 458-462. ISSN 1949-243X (print); 1947-3818 (online) http://dx.doi.org/10.4236/epe.2013.54B088 DOI; 10.4236/epe.2013.54B088.
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 S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N. An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
description	Load Frequency Control (LFC) is one of power systems important requirements which maintain the zero steady-state errors in the frequency changing and restoring the natural frequency to its normal position. Many problems are subject to LFC such as suddenly large load or suddenly disconnecting generating unit by the protection device. In this paper, multi-area Frequency Control by using the combination of PSO and fuzzy logic control (FLC) technique. PSO optimization method is used to tuning the fuzzy controller input and output gains. Four of an interconnected electrical power system used as a testing the effectiveness of the proposed method compared to a conventional PI controller and scaled-fuzzy controller. The simulation result has been shown that the controller can generate the best dynamic response in multi-load conditions.
format	Article
author	S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N.
author_facet	S. Jaber, Aqeel Abu Zaharin, Ahmad Abdalla, Ahmed N.
author_sort	S. Jaber, Aqeel
title	An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
title_short	An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
title_full	An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
title_fullStr	An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
title_full_unstemmed	An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control
title_sort	investigation of scaled-flc using pso for multi-area power system load frequency control
publisher	Scientific Research
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/ http://umpir.ump.edu.my/id/eprint/6239/1/An_Investigation_of_Scaled-FLC_Using_PSO_for_Multi-area_Power_System_Load_Frequency_Control.pdf
first_indexed	2023-09-18T22:01:49Z
last_indexed	2023-09-18T22:01:49Z
_version_	1777414449125130240

An Investigation of Scaled-FLC Using PSO for Multi-area Power System Load Frequency Control

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