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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/18313/1/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
http://umpir.ump.edu.my/id/eprint/18313/
http://dx.doi.org/10.3923/jeasci.2017.660.669
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spelling my.ump.umpir.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
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
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/18313/1/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
http://umpir.ump.edu.my/id/eprint/18313/
http://dx.doi.org/10.3923/jeasci.2017.660.669
_version_ 1643668413037412352
score 13.211869

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