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...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/56964/1/56964.pdf |
| _version_ | 1825931519348178944 |
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| author | Musa, Suleiman Mohd Radzi, Mohd Amran Hizam, Hashim Abdul Wahab, Noor Izzri Hoon, Yap Mohd Zainuri, Muhammad Ammirrul Atiqi |
| 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 |
| collection | UPM |
| 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. |
| first_indexed | 2024-03-06T09:27:59Z |
| format | Article |
| id | upm.eprints-56964 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:27:59Z |
| publishDate | 2017 |
| publisher | MDPI |
| record_format | dspace |
| spelling | 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 |
| 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 |
| title | 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_short | 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 |
| url | http://psasir.upm.edu.my/id/eprint/56964/1/56964.pdf |
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