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, M., Razali, R., Daniyal, H., Mahmood, A., Mansor, M.
Format: Article
Language:English
Published: 2017
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spelling my.uniten.dspace-58982018-12-14T00:53:50Z An intelligent voltage controller for a PV inverter system using simulated annealing algorithm-based PI tuning approach Najeeb, M. Razali, R. Daniyal, H. Mahmood, A. Mansor, M. 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 kp and ki 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 minimum 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. 2017-12-08T07:39:09Z 2017-12-08T07:39:09Z 2017 Article 10.3923/jeasci.2017.660.669 en
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
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 kp and ki 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 minimum 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.
format Article
author Najeeb, M.
Razali, R.
Daniyal, H.
Mahmood, A.
Mansor, M.
spellingShingle Najeeb, M.
Razali, R.
Daniyal, H.
Mahmood, A.
Mansor, M.
An intelligent voltage controller for a PV inverter system using simulated annealing algorithm-based PI tuning approach
author_facet Najeeb, M.
Razali, R.
Daniyal, H.
Mahmood, A.
Mansor, M.
author_sort Najeeb, M.
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
publishDate 2017
_version_ 1644493799629520896
score 13.222552