An efficient control implementation for inverter based harmony search algorithm

Mushtaq Najeeb, Hamdan Daniyal, Ramdan Razali, Muhamad Mansor

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)279-289
Number of pages11
JournalInternational Journal of Power Electronics and Drive Systems
Volume8
Issue number1
DOIs
Publication statusPublished - 01 Jan 2017

Fingerprint

Controllers
Electric potential
Particle swarm optimization (PSO)

All Science Journal Classification (ASJC) codes

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

Cite this

@article{3f7df1c14f1744df87171e915adda681,
title = "An efficient control implementation for inverter based harmony search algorithm",
abstract = "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.",
author = "Mushtaq Najeeb and Hamdan Daniyal and Ramdan Razali and Muhamad Mansor",
year = "2017",
month = "1",
day = "1",
doi = "10.11591/ijpeds.v8.i1.pp279-289",
language = "English",
volume = "8",
pages = "279--289",
journal = "International Journal of Power Electronics and Drive Systems",
issn = "2088-8694",
publisher = "Institute of Advanced Engineering and Science (IAES)",
number = "1",

}

An efficient control implementation for inverter based harmony search algorithm. / Najeeb, Mushtaq; Daniyal, Hamdan; Razali, Ramdan; Mansor, Muhamad.

In: International Journal of Power Electronics and Drive Systems, Vol. 8, No. 1, 01.01.2017, p. 279-289.

Research output: Contribution to journalArticle

TY - JOUR

T1 - An efficient control implementation for inverter based harmony search algorithm

AU - Najeeb, Mushtaq

AU - Daniyal, Hamdan

AU - Razali, Ramdan

AU - Mansor, Muhamad

PY - 2017/1/1

Y1 - 2017/1/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85016502911&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85016502911&partnerID=8YFLogxK

U2 - 10.11591/ijpeds.v8.i1.pp279-289

DO - 10.11591/ijpeds.v8.i1.pp279-289

M3 - Article

AN - SCOPUS:85016502911

VL - 8

SP - 279

EP - 289

JO - International Journal of Power Electronics and Drive Systems

JF - International Journal of Power Electronics and Drive Systems

SN - 2088-8694

IS - 1

ER -