Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation

An adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm (CCA) for regulating supply current and enhancing the operation of a shunt active power filter (SAPF) is presented. It introduces a unique integration of fuzzy-proportional (Fuzzy-P) and crisp-integral (Crisp-I) curr...

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Main Authors: Abdul Rahman, Nor Farahaida, Mohd Radzi, Mohd Amran, Che Soh, Azura, Mariun, Norman, Abd Rahim, Nasrudin
Format: Article
Language:English
Published: MDPI 2016
Online Access:http://psasir.upm.edu.my/id/eprint/54972/1/Adaptive%20Hybrid%20Fuzzy-Proportional%20Plus.pdf
http://psasir.upm.edu.my/id/eprint/54972/
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spelling my.upm.eprints.549722018-07-11T05:12:11Z http://psasir.upm.edu.my/id/eprint/54972/ Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation Abdul Rahman, Nor Farahaida Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin An adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm (CCA) for regulating supply current and enhancing the operation of a shunt active power filter (SAPF) is presented. It introduces a unique integration of fuzzy-proportional (Fuzzy-P) and crisp-integral (Crisp-I) current controllers. The Fuzzy-P current controller is developed to perform gain tuning procedure and proportional control action. This controller inherits the simplest configuration; it is constructed using a single-input single-output fuzzy rule configuration. Thus, an execution of few fuzzy rules is sufficient for the controller’s operation. Furthermore, the fuzzy rule is developed using the relationship of currents only. Hence, it simplifies the controller development. Meanwhile, the Crisp-I current controller is developed to perform integral control action using a controllable gain value; to improve the steady-state control mechanism. The gain value is modified and controlled using the Fuzzy-P current controller’s output variable. Therefore, the gain value will continuously be adjusted at every sample period (or throughout the SAPF operation). The effectiveness of the proposed CCA in regulating supply current is validated in both simulation and experimental work. All results have proven that the SAPF using the proposed CCA is capable to regulate supply current during steady-state and dynamic-state operations. At the same time, the SAPF is able to enhance its operation in compensating harmonic currents and reactive power. Furthermore, the implementation of the proposed CCA has resulted more stable dc-link voltage waveform. MDPI 2016 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/54972/1/Adaptive%20Hybrid%20Fuzzy-Proportional%20Plus.pdf Abdul Rahman, Nor Farahaida and Mohd Radzi, Mohd Amran and Che Soh, Azura and Mariun, Norman and Abd Rahim, Nasrudin (2016) Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation. Energies, 9 (737). pp. 1-18. ISSN 1996-1073; ESSN: 1996-1073 10.3390/en9090737
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description An adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm (CCA) for regulating supply current and enhancing the operation of a shunt active power filter (SAPF) is presented. It introduces a unique integration of fuzzy-proportional (Fuzzy-P) and crisp-integral (Crisp-I) current controllers. The Fuzzy-P current controller is developed to perform gain tuning procedure and proportional control action. This controller inherits the simplest configuration; it is constructed using a single-input single-output fuzzy rule configuration. Thus, an execution of few fuzzy rules is sufficient for the controller’s operation. Furthermore, the fuzzy rule is developed using the relationship of currents only. Hence, it simplifies the controller development. Meanwhile, the Crisp-I current controller is developed to perform integral control action using a controllable gain value; to improve the steady-state control mechanism. The gain value is modified and controlled using the Fuzzy-P current controller’s output variable. Therefore, the gain value will continuously be adjusted at every sample period (or throughout the SAPF operation). The effectiveness of the proposed CCA in regulating supply current is validated in both simulation and experimental work. All results have proven that the SAPF using the proposed CCA is capable to regulate supply current during steady-state and dynamic-state operations. At the same time, the SAPF is able to enhance its operation in compensating harmonic currents and reactive power. Furthermore, the implementation of the proposed CCA has resulted more stable dc-link voltage waveform.
format Article
author Abdul Rahman, Nor Farahaida
Mohd Radzi, Mohd Amran
Che Soh, Azura
Mariun, Norman
Abd Rahim, Nasrudin
spellingShingle Abdul Rahman, Nor Farahaida
Mohd Radzi, Mohd Amran
Che Soh, Azura
Mariun, Norman
Abd Rahim, Nasrudin
Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
author_facet Abdul Rahman, Nor Farahaida
Mohd Radzi, Mohd Amran
Che Soh, Azura
Mariun, Norman
Abd Rahim, Nasrudin
author_sort Abdul Rahman, Nor Farahaida
title Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
title_short Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
title_full Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
title_fullStr Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
title_full_unstemmed Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
title_sort adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation
publisher MDPI
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/54972/1/Adaptive%20Hybrid%20Fuzzy-Proportional%20Plus.pdf
http://psasir.upm.edu.my/id/eprint/54972/
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score 13.160551