Staff View: Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage

Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage

This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a polluted environment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self-t...

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Main Authors:	Omran, M. A., Ibrahim, I. I., Ahmad, A. Z., Salem, M., Almelian, M. M., Jusoh, A., Sutikno, T.
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2019
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/89361/1/AwangJusoh2019_ComparisonsofPIandANNControllers.pdf http://eprints.utm.my/id/eprint/89361/ http://www.dx.doi.org/10.11591/ijpeds.v10.i3.pp1339-1346
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spelling	my.utm.893612021-02-09T04:26:52Z http://eprints.utm.my/id/eprint/89361/ Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage Omran, M. A. Ibrahim, I. I. Ahmad, A. Z. Salem, M. Almelian, M. M. Jusoh, A. Sutikno, T. TK Electrical engineering. Electronics Nuclear engineering This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a polluted environment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self-tuning filter (STF). In order to adjust the dc voltage as a reference value, PI and ANN controllers have been utilized. Moreover, the system has been implemented and simulated in a MATLAB-SIMULINK platform, and selected results are presented. Therefore, the results verified the good dynamic performance, transient stability and strong robustness of the ANN controller. Furthermore, the shunt HAPF with ANN controller has been found to be in agreement with the IEEE 519-1992 standard recommendations on harmonic levels. Institute of Advanced Engineering and Science 2019-09 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/89361/1/AwangJusoh2019_ComparisonsofPIandANNControllers.pdf Omran, M. A. and Ibrahim, I. I. and Ahmad, A. Z. and Salem, M. and Almelian, M. M. and Jusoh, A. and Sutikno, T. (2019) Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage. International Journal of Power Electronics and Drive Systems, 10 (3). pp. 1339-1346. ISSN 2088-8694 http://www.dx.doi.org/10.11591/ijpeds.v10.i3.pp1339-1346 DOI: 10.11591/ijpeds.v10.i3.pp1339-1346
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 Omran, M. A. Ibrahim, I. I. Ahmad, A. Z. Salem, M. Almelian, M. M. Jusoh, A. Sutikno, T. Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
description	This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a polluted environment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self-tuning filter (STF). In order to adjust the dc voltage as a reference value, PI and ANN controllers have been utilized. Moreover, the system has been implemented and simulated in a MATLAB-SIMULINK platform, and selected results are presented. Therefore, the results verified the good dynamic performance, transient stability and strong robustness of the ANN controller. Furthermore, the shunt HAPF with ANN controller has been found to be in agreement with the IEEE 519-1992 standard recommendations on harmonic levels.
format	Article
author	Omran, M. A. Ibrahim, I. I. Ahmad, A. Z. Salem, M. Almelian, M. M. Jusoh, A. Sutikno, T.
author_facet	Omran, M. A. Ibrahim, I. I. Ahmad, A. Z. Salem, M. Almelian, M. M. Jusoh, A. Sutikno, T.
author_sort	Omran, M. A.
title	Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
title_short	Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
title_full	Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
title_fullStr	Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
title_full_unstemmed	Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
title_sort	comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage
publisher	Institute of Advanced Engineering and Science
publishDate	2019
url	http://eprints.utm.my/id/eprint/89361/1/AwangJusoh2019_ComparisonsofPIandANNControllers.pdf http://eprints.utm.my/id/eprint/89361/ http://www.dx.doi.org/10.11591/ijpeds.v10.i3.pp1339-1346
_version_	1691733094744195072
score	13.211869

Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage

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