Modified walsh transform for harmonic assessment

Harmonic assessment at end users through energy meter is a part of power quality monitoring to determine harmonics contamination level in distribution network. Integration of harmonics extraction technique with energy meter requires two considerations which are measurement accuracy of the technique...

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Main Author: Abdul Aziz, Ahmad Fuad
Format: Thesis
Language:English
Published: 2014
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Online Access:http://eprints.utm.my/id/eprint/78108/1/AhmadFuadAbdulAzizMFKE20141.pdf
http://eprints.utm.my/id/eprint/78108/
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Institution: Universiti Teknologi Malaysia
Language: English
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spelling my.utm.781082018-07-25T08:17:31Z http://eprints.utm.my/id/eprint/78108/ Modified walsh transform for harmonic assessment Abdul Aziz, Ahmad Fuad TK Electrical engineering. Electronics Nuclear engineering Harmonic assessment at end users through energy meter is a part of power quality monitoring to determine harmonics contamination level in distribution network. Integration of harmonics extraction technique with energy meter requires two considerations which are measurement accuracy of the technique and its computational complexity to extract harmonics. These two aspects are main requirements for meter to support the execution of harmonics extraction since it is operated under low-cost microcontroller. In harmonic extraction of Fast Fourier Transform (FFT), the computation burden is quite high and requires additional hardware installation to support the algorithm’s operation. Therefore, this thesis presents a Modified Walsh Transform algorithm as an alternative harmonic extraction. The proposed algorithm consumes less arithmetic operations than FFT and suitable to be integrated into energy meter. This study involves with extracting distorted current signal into harmonic components, measuring the harmonics magnitude and calculating Root-Mean-Square (RMS), Total Harmonic Distortion (THD) and Distortion Power Factor (DPF) as well as computational analysis between FFT and Modified Walsh Transform algorithms. The result from simulation indicates that the proposed algorithm has 99% of accuracy percentage with more consistent result than FFT. Moreover, the arithmetic operation in Modified Walsh Transform is less than FFT to show that less computation burden consumed by the proposed algorithm. Meanwhile, a laboratory experiment has been conducted to demonstrate consideration of DPF in harmonics assessment and power factor measurement as complied in IEEE Std.1459-2010. 2014-08 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/78108/1/AhmadFuadAbdulAzizMFKE20141.pdf Abdul Aziz, Ahmad Fuad (2014) Modified walsh transform for harmonic assessment. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:80587
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abdul Aziz, Ahmad Fuad
Modified walsh transform for harmonic assessment
description Harmonic assessment at end users through energy meter is a part of power quality monitoring to determine harmonics contamination level in distribution network. Integration of harmonics extraction technique with energy meter requires two considerations which are measurement accuracy of the technique and its computational complexity to extract harmonics. These two aspects are main requirements for meter to support the execution of harmonics extraction since it is operated under low-cost microcontroller. In harmonic extraction of Fast Fourier Transform (FFT), the computation burden is quite high and requires additional hardware installation to support the algorithm’s operation. Therefore, this thesis presents a Modified Walsh Transform algorithm as an alternative harmonic extraction. The proposed algorithm consumes less arithmetic operations than FFT and suitable to be integrated into energy meter. This study involves with extracting distorted current signal into harmonic components, measuring the harmonics magnitude and calculating Root-Mean-Square (RMS), Total Harmonic Distortion (THD) and Distortion Power Factor (DPF) as well as computational analysis between FFT and Modified Walsh Transform algorithms. The result from simulation indicates that the proposed algorithm has 99% of accuracy percentage with more consistent result than FFT. Moreover, the arithmetic operation in Modified Walsh Transform is less than FFT to show that less computation burden consumed by the proposed algorithm. Meanwhile, a laboratory experiment has been conducted to demonstrate consideration of DPF in harmonics assessment and power factor measurement as complied in IEEE Std.1459-2010.
format Thesis
author Abdul Aziz, Ahmad Fuad
author_facet Abdul Aziz, Ahmad Fuad
author_sort Abdul Aziz, Ahmad Fuad
title Modified walsh transform for harmonic assessment
title_short Modified walsh transform for harmonic assessment
title_full Modified walsh transform for harmonic assessment
title_fullStr Modified walsh transform for harmonic assessment
title_full_unstemmed Modified walsh transform for harmonic assessment
title_sort modified walsh transform for harmonic assessment
publishDate 2014
url http://eprints.utm.my/id/eprint/78108/1/AhmadFuadAbdulAzizMFKE20141.pdf
http://eprints.utm.my/id/eprint/78108/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:80587
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