An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm

An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm

This research presents the load frequency control (LFC) of three interconnected power systems using a MultiLevel Single Linkage algorithm (MLSL) and a proportional-integral derivative (PID) control approach. The conventional PID controller is developed using MLSL optimization algorithm including the...

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Main Authors: Najeeb, Mushtaq, Shahooth, Mohammed, Mohaisen, Arrak, Ramdan, Razali, Hamdan, Daniyal
Format: Article
Language:English
English
Published: Asian Research Publishing Network (ARPN) 2016
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/18310/
http://umpir.ump.edu.my/id/eprint/18310/
http://umpir.ump.edu.my/id/eprint/18310/1/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm.pdf
http://umpir.ump.edu.my/id/eprint/18310/2/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm%201.pdf
id ump-18310
recordtype eprints
spelling ump-183102018-01-30T01:45:51Z http://umpir.ump.edu.my/id/eprint/18310/ An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm Najeeb, Mushtaq Shahooth, Mohammed Mohaisen, Arrak Ramdan, Razali Hamdan, Daniyal TK Electrical engineering. Electronics Nuclear engineering This research presents the load frequency control (LFC) of three interconnected power systems using a MultiLevel Single Linkage algorithm (MLSL) and a proportional-integral derivative (PID) control approach. The conventional PID controller is developed using MLSL optimization algorithm including the LFC loop to minimize the frequency deviation and regulate the power exchange because of the load disturbance changes in area1 and area2. In order to enhance the dynamic performance, the optimal parameters of the PID scheme which optimized by the proposed MLSL algorithm are compared with that one’s obtained by GA algorithm. Integral Square Error (ISE) is considered as an objective function for both algorithms to determine its performance index value for the same interconnected power system. The results show that the performance of the proposed method is more accurate and faster as well in response to the settling time, maximum deviation, and peak time. The combination algorithms set of MLSL_PID_ISE and GA_PID_ISE are coded and simulated using MATLAB. Asian Research Publishing Network (ARPN) 2016 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18310/1/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18310/2/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm%201.pdf Najeeb, Mushtaq and Shahooth, Mohammed and Mohaisen, Arrak and Ramdan, Razali and Hamdan, Daniyal (2016) An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm. ARPN Journal of Engineering and Applied Sciences, 11 (19). pp. 11770-11781. ISSN 1819-6608 http://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_1016_5139.pdf
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Najeeb, Mushtaq
Shahooth, Mohammed
Mohaisen, Arrak
Ramdan, Razali
Hamdan, Daniyal
An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
description This research presents the load frequency control (LFC) of three interconnected power systems using a MultiLevel Single Linkage algorithm (MLSL) and a proportional-integral derivative (PID) control approach. The conventional PID controller is developed using MLSL optimization algorithm including the LFC loop to minimize the frequency deviation and regulate the power exchange because of the load disturbance changes in area1 and area2. In order to enhance the dynamic performance, the optimal parameters of the PID scheme which optimized by the proposed MLSL algorithm are compared with that one’s obtained by GA algorithm. Integral Square Error (ISE) is considered as an objective function for both algorithms to determine its performance index value for the same interconnected power system. The results show that the performance of the proposed method is more accurate and faster as well in response to the settling time, maximum deviation, and peak time. The combination algorithms set of MLSL_PID_ISE and GA_PID_ISE are coded and simulated using MATLAB.
format Article
author Najeeb, Mushtaq
Shahooth, Mohammed
Mohaisen, Arrak
Ramdan, Razali
Hamdan, Daniyal
author_facet Najeeb, Mushtaq
Shahooth, Mohammed
Mohaisen, Arrak
Ramdan, Razali
Hamdan, Daniyal
author_sort Najeeb, Mushtaq
title An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
title_short An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
title_full An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
title_fullStr An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
title_full_unstemmed An Optimized PID Parameters for LFC in Interconnected Power Systems Using MLSL Optimization Algorithm
title_sort optimized pid parameters for lfc in interconnected power systems using mlsl optimization algorithm
publisher Asian Research Publishing Network (ARPN)
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/18310/
http://umpir.ump.edu.my/id/eprint/18310/
http://umpir.ump.edu.my/id/eprint/18310/1/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm.pdf
http://umpir.ump.edu.my/id/eprint/18310/2/An%20Optimized%20PID%20Parametersfor%20LFC%20In%20Interconnected%20Power%20Systems%20Using%20MLSL%20Optimization%20Algorithm%201.pdf
first_indexed 2023-09-18T22:25:52Z
last_indexed 2023-09-18T22:25:52Z
_version_ 1777415961714884608

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