Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter

Differential Evolution (DE) has been gaining popularity among researchers as an effective yet simple evolutionary algorithm to solve the optimization problems. This thesis presents an efficient and reliable DE based solution applied to the Harmonics Elimination Pulse Width Modulation (HEPWM) switchi...

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Main Author:	Kamisman, Norazelina
Format:	Thesis
Language:	English English
Published:	2018
Subjects:	QA Mathematics
Online Access:	http://eprints.utem.edu.my/id/eprint/24721/1/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf http://eprints.utem.edu.my/id/eprint/24721/2/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf
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id	my-utem-ep.24721
record_format	uketd_dc
institution	Universiti Teknikal Malaysia Melaka
collection	UTeM Repository
language	English English
advisor	Mohamad Razali, Azziddin
topic	QA Mathematics
spellingShingle	QA Mathematics Kamisman, Norazelina Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
description	Differential Evolution (DE) has been gaining popularity among researchers as an effective yet simple evolutionary algorithm to solve the optimization problems. This thesis presents an efficient and reliable DE based solution applied to the Harmonics Elimination Pulse Width Modulation (HEPWM) switching technique for three phase voltage source inverters. The proposed DE algorithm is able to compute optimal switching angles in HEPWM so that the switching scheme is able to eliminate lower order harmonic components of the three-phase inverter output voltage. Performance of the DE algorithm is highly affected by the mutant vector which is generated through a specific mutation process. Explanation of DE algorithm execution is given, and the best approach of mutation strategy selection used in DE has been investigated. Computation of DE algorithm and simulation of voltage source inverter using the calculated switching angles are carried out by using Matlab/Simulink software package. The proposed DE algorithm is also applied to the in-house developed experiment set-up which consists of three-phase inverter, gate driver, DC supply, resistive load and dSPACE software (ControlDesk Next Generation version 4.2.1) and dSPACE DS1104 R&D controller board. It has been confirmed through simulation and experiment that the proposed DE is able to eliminate lower order harmonics components and reduce the total harmonic distortion of three phase inverter output voltage.
format	Thesis
qualification_name	Master of Philosophy (M.Phil.)
qualification_level	Master's degree
author	Kamisman, Norazelina
author_facet	Kamisman, Norazelina
author_sort	Kamisman, Norazelina
title	Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
title_short	Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
title_full	Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
title_fullStr	Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
title_full_unstemmed	Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter
title_sort	harmonic elimination pulse width modulation using differential evolution technique for three phase voltage source inverter
granting_institution	Universiti Teknikal Malaysia Melaka
granting_department	Faculty of Electrical Engineering
publishDate	2018
url	http://eprints.utem.edu.my/id/eprint/24721/1/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf http://eprints.utem.edu.my/id/eprint/24721/2/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf
_version_	1747834095527788544
spelling	my-utem-ep.247212021-10-05T12:35:35Z Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter 2018 Kamisman, Norazelina QA Mathematics Differential Evolution (DE) has been gaining popularity among researchers as an effective yet simple evolutionary algorithm to solve the optimization problems. This thesis presents an efficient and reliable DE based solution applied to the Harmonics Elimination Pulse Width Modulation (HEPWM) switching technique for three phase voltage source inverters. The proposed DE algorithm is able to compute optimal switching angles in HEPWM so that the switching scheme is able to eliminate lower order harmonic components of the three-phase inverter output voltage. Performance of the DE algorithm is highly affected by the mutant vector which is generated through a specific mutation process. Explanation of DE algorithm execution is given, and the best approach of mutation strategy selection used in DE has been investigated. Computation of DE algorithm and simulation of voltage source inverter using the calculated switching angles are carried out by using Matlab/Simulink software package. The proposed DE algorithm is also applied to the in-house developed experiment set-up which consists of three-phase inverter, gate driver, DC supply, resistive load and dSPACE software (ControlDesk Next Generation version 4.2.1) and dSPACE DS1104 R&D controller board. It has been confirmed through simulation and experiment that the proposed DE is able to eliminate lower order harmonics components and reduce the total harmonic distortion of three phase inverter output voltage. 2018 Thesis http://eprints.utem.edu.my/id/eprint/24721/ http://eprints.utem.edu.my/id/eprint/24721/1/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf text en public http://eprints.utem.edu.my/id/eprint/24721/2/Harmonic%20Elimination%20Pulse%20Width%20Modulation%20Using%20Differential%20Evolution%20Technique%20For%20Three%20Phase%20Voltage%20Source%20Inverter.pdf text en validuser https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=116888 mphil masters Universiti Teknikal Malaysia Melaka Faculty of Electrical Engineering Mohamad Razali, Azziddin 1. Agelidis, V. G., Balouktsis, A. & Balouktsis, I. 2004. 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Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter

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