Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction
This manuscript presents a significant work in improving the current harmonics extraction algorithm and indirectly improving the injection current produced by a single-phase Photovoltaic Shunt Active Power Filter (PV SAPF). Improvement to the existing adaptive linear neuron (ADALINE) technique has b...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Multidisciplinary Digital Publishing Institute
2018
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| Online Access: | http://psasir.upm.edu.my/id/eprint/73489/ http://psasir.upm.edu.my/id/eprint/73489/1/SHUNT.pdf |
| _version_ | 1848857284737761280 |
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| author | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin Teh, Jiashen Lai, Ching-Ming |
| author_facet | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin Teh, Jiashen Lai, Ching-Ming |
| author_sort | Mohd Zainuri, Muhammad Ammirrul Atiqi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This manuscript presents a significant work in improving the current harmonics extraction algorithm and indirectly improving the injection current produced by a single-phase Photovoltaic Shunt Active Power Filter (PV SAPF). Improvement to the existing adaptive linear neuron (ADALINE) technique has been carried out, leading to the formation of a simpler ADALINE; it is expected to perform as fast as the current harmonics extraction algorithm. Further analysis on the DC link capacitor control algorithm, called “self-charging with step size error cancellation”, was also done to inspect the performance of the algorithm in a single-phase photovoltaic shunt active power filter system. Both algorithms, configured in single-phase PV SAPF, were simulated in MATLAB/Simulink (R2012b). A laboratory prototype was developed, and the algorithms were computed on a TMS320F28335 Digital Signal Processing (DSP) board for hardware implementation purposes. From the acquired results, the simpler ADALINE algorithm has effectively performed with lower total harmonic Distortion (THD) and outstanding compensation. The established algorithm of self-charging with step size error cancellation works well with single-phase PV SAPF and has shown less overshoot, a fast response time, and minimal energy losses. |
| first_indexed | 2025-11-15T11:55:07Z |
| format | Article |
| id | upm-73489 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:55:07Z |
| publishDate | 2018 |
| publisher | Multidisciplinary Digital Publishing Institute |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-734892021-07-16T09:50:03Z http://psasir.upm.edu.my/id/eprint/73489/ Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin Teh, Jiashen Lai, Ching-Ming This manuscript presents a significant work in improving the current harmonics extraction algorithm and indirectly improving the injection current produced by a single-phase Photovoltaic Shunt Active Power Filter (PV SAPF). Improvement to the existing adaptive linear neuron (ADALINE) technique has been carried out, leading to the formation of a simpler ADALINE; it is expected to perform as fast as the current harmonics extraction algorithm. Further analysis on the DC link capacitor control algorithm, called “self-charging with step size error cancellation”, was also done to inspect the performance of the algorithm in a single-phase photovoltaic shunt active power filter system. Both algorithms, configured in single-phase PV SAPF, were simulated in MATLAB/Simulink (R2012b). A laboratory prototype was developed, and the algorithms were computed on a TMS320F28335 Digital Signal Processing (DSP) board for hardware implementation purposes. From the acquired results, the simpler ADALINE algorithm has effectively performed with lower total harmonic Distortion (THD) and outstanding compensation. The established algorithm of self-charging with step size error cancellation works well with single-phase PV SAPF and has shown less overshoot, a fast response time, and minimal energy losses. Multidisciplinary Digital Publishing Institute 2018 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/73489/1/SHUNT.pdf Mohd Zainuri, Muhammad Ammirrul Atiqi and Mohd Radzi, Mohd Amran and Che Soh, Azura and Mariun, Norman and Abd Rahim, Nasrudin and Teh, Jiashen and Lai, Ching-Ming (2018) Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction. Energies, 11 (5). art. no. 1152. pp. 1-22. ISSN 1996-1073 https://www.mdpi.com/1996-1073/11/5/1152 10.3390/en11051152 |
| spellingShingle | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin Teh, Jiashen Lai, Ching-Ming Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title | Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title_full | Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title_fullStr | Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title_full_unstemmed | Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title_short | Photovoltaic integrated shunt active power filter with simpler ADALINE algorithm for current harmonic extraction |
| title_sort | photovoltaic integrated shunt active power filter with simpler adaline algorithm for current harmonic extraction |
| url | http://psasir.upm.edu.my/id/eprint/73489/ http://psasir.upm.edu.my/id/eprint/73489/ http://psasir.upm.edu.my/id/eprint/73489/ http://psasir.upm.edu.my/id/eprint/73489/1/SHUNT.pdf |