An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach

This study associates an intelligent voltage controller based PI approach for PV electrical inverter by employing a meta-heuristic optimization algorithmic called a Simulated Annealing (SA) algorithm. It's outlined as a physical process of minimization which is a kind of optimization problems....

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Main Authors:	Najeeb, Mushtaq, Muhamad, Mansor, Ramdan, Razali, Hamdan, Daniyal, Ali, Mahmood
Format:	Article
Language:	English English
Published:	Medwell Journals 2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/1/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach.pdf http://umpir.ump.edu.my/id/eprint/18313/7/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach%201.pdf

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spelling	ump-183132018-01-23T02:48:46Z http://umpir.ump.edu.my/id/eprint/18313/ An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach Najeeb, Mushtaq Muhamad, Mansor Ramdan, Razali Hamdan, Daniyal Ali, Mahmood TK Electrical engineering. Electronics Nuclear engineering This study associates an intelligent voltage controller based PI approach for PV electrical inverter by employing a meta-heuristic optimization algorithmic called a Simulated Annealing (SA) algorithm. It's outlined as a physical process of minimization which is a kind of optimization problems. During this methodology, the procedure of trial and error in getting kr and 1; parameters utilized in a conventional PI controller is avoided. Besides, it is then used to optimize the PI parameters in order to get the desired output voltage of the PV electrical inverter along with the PWM method. The proposed design of the overall PV electrical inverter is modelled using simulink/code of matlab environment. As a result, firstly; to evaluate the proposed controller (SA-PI) of the PV inverter. Its performance is investigated by connecting three different loads to the system. Noted that, it is robust in terms of voltage amplitude, Total Harmonic Distortion (THD) and a minimlllll value of Mean Absolute Error (MAE). Secondly, the SA algorithm based PI controller generally provides a better desired output and fast response with a high convergence rate as compared with the PSO algorithm. Medwell Journals 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18313/1/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18313/7/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach%201.pdf Najeeb, Mushtaq and Muhamad, Mansor and Ramdan, Razali and Hamdan, Daniyal and Ali, Mahmood (2017) An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach. Journal of Engineering and Applied Sciences, 12 (3). pp. 660-669. ISSN 1816-949X http://dx.doi.org/10.3923/jeasci.2017.660.669 DOI: 10.3923/jeasci.2017.660.669
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 Muhamad, Mansor Ramdan, Razali Hamdan, Daniyal Ali, Mahmood An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
description	This study associates an intelligent voltage controller based PI approach for PV electrical inverter by employing a meta-heuristic optimization algorithmic called a Simulated Annealing (SA) algorithm. It's outlined as a physical process of minimization which is a kind of optimization problems. During this methodology, the procedure of trial and error in getting kr and 1; parameters utilized in a conventional PI controller is avoided. Besides, it is then used to optimize the PI parameters in order to get the desired output voltage of the PV electrical inverter along with the PWM method. The proposed design of the overall PV electrical inverter is modelled using simulink/code of matlab environment. As a result, firstly; to evaluate the proposed controller (SA-PI) of the PV inverter. Its performance is investigated by connecting three different loads to the system. Noted that, it is robust in terms of voltage amplitude, Total Harmonic Distortion (THD) and a minimlllll value of Mean Absolute Error (MAE). Secondly, the SA algorithm based PI controller generally provides a better desired output and fast response with a high convergence rate as compared with the PSO algorithm.
format	Article
author	Najeeb, Mushtaq Muhamad, Mansor Ramdan, Razali Hamdan, Daniyal Ali, Mahmood
author_facet	Najeeb, Mushtaq Muhamad, Mansor Ramdan, Razali Hamdan, Daniyal Ali, Mahmood
author_sort	Najeeb, Mushtaq
title	An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
title_short	An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
title_full	An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
title_fullStr	An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
title_full_unstemmed	An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach
title_sort	intelligent voltage controller for a pv inverter system using simulated annealing algorithm-based pi tuning approach
publisher	Medwell Journals
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/ http://umpir.ump.edu.my/id/eprint/18313/1/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach.pdf http://umpir.ump.edu.my/id/eprint/18313/7/An%20Intelligent%20Voltage%20Controller%20for%20a%20PV%20Inverter%20System%20Using%20Simulated%20Annealing%20Algorithm-Based%20PI%20Tuning%20Approach%201.pdf
first_indexed	2023-09-18T22:25:52Z
last_indexed	2023-09-18T22:25:52Z
_version_	1777415962002194432

An Intelligent Voltage Controller for a PV Inverter System Using Simulated Annealing Algorithm-Based PI Tuning Approach

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