Experimental implementation controlled SPWM inverter based harmony search algorithm

An optimum PI controller using harmony search optimization algorithm (HS) is utilized in this research for the single-phase bipolar SPWM inverter. The aim of this algorithm is to avoid the conventional trial and error procedure which is usually applied in finding the PI coefficients in order to obta...

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Main Authors: Najeeb, Mushtaq, Mansor, Muhamad, Razali, Ramdan, Daniyal, Hamdan, A. F. Yahaya, Jabbar
Format: Article
Language:English
Published: Gazi University 2017
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Online Access:http://eprints.uthm.edu.my/2849/1/AJ%202019%20%2844%29.pdf
http://eprints.uthm.edu.my/2849/
https://www.ijrer.org/ijrer/index.php/ijrer/article/view/5832
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Institution: Universiti Tun Hussein Onn Malaysia
Language: English
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spelling my.uthm.eprints.28492021-11-15T08:16:19Z http://eprints.uthm.edu.my/2849/ Experimental implementation controlled SPWM inverter based harmony search algorithm Najeeb, Mushtaq Mansor, Muhamad Razali, Ramdan Daniyal, Hamdan A. F. Yahaya, Jabbar QA75-76.95 Calculating machines An optimum PI controller using harmony search optimization algorithm (HS) is utilized in this research for the single-phase bipolar SPWM inverter. The aim of this algorithm is to avoid the conventional trial and error procedure which is usually applied in finding the PI coefficients in order to obtain the desired performance. Then, the control algorithm of the inverter prototype is experimentally implemented using the eZdsp F28355 board along with the bipolar sinusoidal pulse width modulation (SPWM) to control the output voltage drop under different load conditions. The proposed overall inverter design and the control algorithm are modelled using MATLAB environment (Simulink/m-file Code). The mean absolute error (MAE) formula is used as an objective function with the HS algorithm in finding the adaptive values of  and  parameters to minimize the error of the inverter output voltage. Based on the output results, the proposed voltage controller using HS algorithm based PI (HS-PI) showed that the inverter output performance is improved in terms of voltage amplitude, robustness, and convergence rate speed as compared to PSO algorithm based PI (PSO-PI). This is to say that the proposed controller provides a good dynamic responses in both cases; transient and steady-state. Finally, the experimental setup result of the inverter controller is verified to validate the simulation results. Gazi University 2017 Article PeerReviewed text en http://eprints.uthm.edu.my/2849/1/AJ%202019%20%2844%29.pdf Najeeb, Mushtaq and Mansor, Muhamad and Razali, Ramdan and Daniyal, Hamdan and A. F. Yahaya, Jabbar (2017) Experimental implementation controlled SPWM inverter based harmony search algorithm. International Journal of Renewable Energy Research (IJRER), 7 (3). pp. 1041-1052. ISSN 1309-0127 https://www.ijrer.org/ijrer/index.php/ijrer/article/view/5832
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic QA75-76.95 Calculating machines
spellingShingle QA75-76.95 Calculating machines
Najeeb, Mushtaq
Mansor, Muhamad
Razali, Ramdan
Daniyal, Hamdan
A. F. Yahaya, Jabbar
Experimental implementation controlled SPWM inverter based harmony search algorithm
description An optimum PI controller using harmony search optimization algorithm (HS) is utilized in this research for the single-phase bipolar SPWM inverter. The aim of this algorithm is to avoid the conventional trial and error procedure which is usually applied in finding the PI coefficients in order to obtain the desired performance. Then, the control algorithm of the inverter prototype is experimentally implemented using the eZdsp F28355 board along with the bipolar sinusoidal pulse width modulation (SPWM) to control the output voltage drop under different load conditions. The proposed overall inverter design and the control algorithm are modelled using MATLAB environment (Simulink/m-file Code). The mean absolute error (MAE) formula is used as an objective function with the HS algorithm in finding the adaptive values of  and  parameters to minimize the error of the inverter output voltage. Based on the output results, the proposed voltage controller using HS algorithm based PI (HS-PI) showed that the inverter output performance is improved in terms of voltage amplitude, robustness, and convergence rate speed as compared to PSO algorithm based PI (PSO-PI). This is to say that the proposed controller provides a good dynamic responses in both cases; transient and steady-state. Finally, the experimental setup result of the inverter controller is verified to validate the simulation results.
format Article
author Najeeb, Mushtaq
Mansor, Muhamad
Razali, Ramdan
Daniyal, Hamdan
A. F. Yahaya, Jabbar
author_facet Najeeb, Mushtaq
Mansor, Muhamad
Razali, Ramdan
Daniyal, Hamdan
A. F. Yahaya, Jabbar
author_sort Najeeb, Mushtaq
title Experimental implementation controlled SPWM inverter based harmony search algorithm
title_short Experimental implementation controlled SPWM inverter based harmony search algorithm
title_full Experimental implementation controlled SPWM inverter based harmony search algorithm
title_fullStr Experimental implementation controlled SPWM inverter based harmony search algorithm
title_full_unstemmed Experimental implementation controlled SPWM inverter based harmony search algorithm
title_sort experimental implementation controlled spwm inverter based harmony search algorithm
publisher Gazi University
publishDate 2017
url http://eprints.uthm.edu.my/2849/1/AJ%202019%20%2844%29.pdf
http://eprints.uthm.edu.my/2849/
https://www.ijrer.org/ijrer/index.php/ijrer/article/view/5832
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