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An efficient control implementation for inverter based harmony search algorithm

This research implements a PI controller based on harmony search (HS) optimization algorithm for voltage source inverter to improve the output performance under step load change conditions. The HS algorithm aims to handle the trial and error procedure used in finding the PI parameters and then apply...

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Main Authors: Najeeb, M., Daniyal, H., Razali, R., Bin Mansor, M.
Format: Article
Language:en_US
Published: 2017
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spelling my.uniten.dspace-59242018-01-18T02:36:30Z An efficient control implementation for inverter based harmony search algorithm Najeeb, M. Daniyal, H. Razali, R. Bin Mansor, M. This research implements a PI controller based on harmony search (HS) optimization algorithm for voltage source inverter to improve the output performance under step load change conditions. The HS algorithm aims to handle the trial and error procedure used in finding the PI parameters and then apply the proposed control algorithm via the eZdsp TMS320F28355 board to link the inverter prototype with the Matlab Simulink. The mean absolute error (MAE) is used as an optimization problem to minimize the output voltage error for the developed controller (PI-HS) as compared to the PI controller based particale swarm optimization algorithm (PI-PSO). Based on the experimental results obtained, it is noted that the proposed controller (PI-HS) provides a good dynamic performance, robustness, constant voltage amplitude, and fast response in terms of overshoot, transient, and steady-state. © 2017 Institute of Advanced Engineering and Science. All rights reserved. 2017-12-08T07:41:15Z 2017-12-08T07:41:15Z 2017 Article 10.11591/ijpeds.v8i1.pp279-289 en_US An efficient control implementation for inverter based harmony search algorithm. International Journal of Power Electronics and Drive Systems, 8(1), 279-289.
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 en_US
description This research implements a PI controller based on harmony search (HS) optimization algorithm for voltage source inverter to improve the output performance under step load change conditions. The HS algorithm aims to handle the trial and error procedure used in finding the PI parameters and then apply the proposed control algorithm via the eZdsp TMS320F28355 board to link the inverter prototype with the Matlab Simulink. The mean absolute error (MAE) is used as an optimization problem to minimize the output voltage error for the developed controller (PI-HS) as compared to the PI controller based particale swarm optimization algorithm (PI-PSO). Based on the experimental results obtained, it is noted that the proposed controller (PI-HS) provides a good dynamic performance, robustness, constant voltage amplitude, and fast response in terms of overshoot, transient, and steady-state. © 2017 Institute of Advanced Engineering and Science. All rights reserved.
format Article
author Najeeb, M.
Daniyal, H.
Razali, R.
Bin Mansor, M.
spellingShingle Najeeb, M.
Daniyal, H.
Razali, R.
Bin Mansor, M.
An efficient control implementation for inverter based harmony search algorithm
author_facet Najeeb, M.
Daniyal, H.
Razali, R.
Bin Mansor, M.
author_sort Najeeb, M.
title An efficient control implementation for inverter based harmony search algorithm
title_short An efficient control implementation for inverter based harmony search algorithm
title_full An efficient control implementation for inverter based harmony search algorithm
title_fullStr An efficient control implementation for inverter based harmony search algorithm
title_full_unstemmed An efficient control implementation for inverter based harmony search algorithm
title_sort efficient control implementation for inverter based harmony search algorithm
publishDate 2017
_version_ 1644493801091235840
score 13.222552

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