Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter

Harmonic distortion in power networks has greatly reduced power quality and this affects system stability. In order to mitigate this power quality issue, the shunt active power filter (SAPF) has been widely applied and it is proven to be the best solution to current harmonics. This paper evaluates t...

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Main Authors: Musa, Suleiman, Mohd Radzi, Mohd Amran, Hizam, Hashim, Abdul Wahab, Noor Izzri, Hoon, Yap, Mohd Zainuri, Muhammad Ammirrul Atiqi
Format: Article
Language:English
Published: MDPI 2017
Online Access:http://psasir.upm.edu.my/id/eprint/56964/1/56964.pdf
http://psasir.upm.edu.my/id/eprint/56964/
http://www.mdpi.com/1996-1073/10/6/758
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Institution: Universiti Putra Malaysia
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spelling my.upm.eprints.569642017-09-06T09:34:49Z http://psasir.upm.edu.my/id/eprint/56964/ Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter Musa, Suleiman Mohd Radzi, Mohd Amran Hizam, Hashim Abdul Wahab, Noor Izzri Hoon, Yap Mohd Zainuri, Muhammad Ammirrul Atiqi Harmonic distortion in power networks has greatly reduced power quality and this affects system stability. In order to mitigate this power quality issue, the shunt active power filter (SAPF) has been widely applied and it is proven to be the best solution to current harmonics. This paper evaluates the performance of the modified synchronous reference frame extraction (MSRF) algorithm with fuzzy logic controller (FLC) based current control pulse width modulation (PWM) inverter of three-phase three-wire SAPF to mitigate current harmonics. The proposed FLC is designed with a reduced amount of membership functions (MFs) and rules, and thus significantly reduces the computational time and memory size. Modeling and simulations of SAPF are carried out using MATLAB/Simulink R2012a with the power system toolbox under steady-state condition, and this is followed with hardware implementation using a TMS320F28335 digital signal processor (DSP), Specrum Digital Inc., Stafford, TX, USA. The results obtained demonstrate a good and satisfactory response to mitigate the harmonics in the system. The total harmonic distortion (THD) for the system has been reduced from 25.60% to 0.92% and 1.41% in the simulation study with and without FLC, respectively. Similarly for the experimental study, the SAPF can compensate for the three-phase load current by reducing THD to 5.07% and 7.4% with and without FLC, respectively. MDPI 2017 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/56964/1/56964.pdf Musa, Suleiman and Mohd Radzi, Mohd Amran and Hizam, Hashim and Abdul Wahab, Noor Izzri and Hoon, Yap and Mohd Zainuri, Muhammad Ammirrul Atiqi (2017) Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter. Energies, 10 (6). art. no. 758. pp. 1-16. ISSN 1996-1073 http://www.mdpi.com/1996-1073/10/6/758 10.3390/en10060758
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 Harmonic distortion in power networks has greatly reduced power quality and this affects system stability. In order to mitigate this power quality issue, the shunt active power filter (SAPF) has been widely applied and it is proven to be the best solution to current harmonics. This paper evaluates the performance of the modified synchronous reference frame extraction (MSRF) algorithm with fuzzy logic controller (FLC) based current control pulse width modulation (PWM) inverter of three-phase three-wire SAPF to mitigate current harmonics. The proposed FLC is designed with a reduced amount of membership functions (MFs) and rules, and thus significantly reduces the computational time and memory size. Modeling and simulations of SAPF are carried out using MATLAB/Simulink R2012a with the power system toolbox under steady-state condition, and this is followed with hardware implementation using a TMS320F28335 digital signal processor (DSP), Specrum Digital Inc., Stafford, TX, USA. The results obtained demonstrate a good and satisfactory response to mitigate the harmonics in the system. The total harmonic distortion (THD) for the system has been reduced from 25.60% to 0.92% and 1.41% in the simulation study with and without FLC, respectively. Similarly for the experimental study, the SAPF can compensate for the three-phase load current by reducing THD to 5.07% and 7.4% with and without FLC, respectively.
format Article
author Musa, Suleiman
Mohd Radzi, Mohd Amran
Hizam, Hashim
Abdul Wahab, Noor Izzri
Hoon, Yap
Mohd Zainuri, Muhammad Ammirrul Atiqi
spellingShingle Musa, Suleiman
Mohd Radzi, Mohd Amran
Hizam, Hashim
Abdul Wahab, Noor Izzri
Hoon, Yap
Mohd Zainuri, Muhammad Ammirrul Atiqi
Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
author_facet Musa, Suleiman
Mohd Radzi, Mohd Amran
Hizam, Hashim
Abdul Wahab, Noor Izzri
Hoon, Yap
Mohd Zainuri, Muhammad Ammirrul Atiqi
author_sort Musa, Suleiman
title Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
title_short Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
title_full Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
title_fullStr Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
title_full_unstemmed Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
title_sort modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter
publisher MDPI
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/56964/1/56964.pdf
http://psasir.upm.edu.my/id/eprint/56964/
http://www.mdpi.com/1996-1073/10/6/758
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