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...
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MDPI AG
2018-05-01
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| Series: | Energies |
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| Online Access: | http://www.mdpi.com/1996-1073/11/5/1152 |
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| author | Muhammad Ammirrul Atiqi Mohd Zainuri Mohd Amran Mohd Radzi Azura Che Soh Norman Mariun Nasrudin Abd Rahim Jiashen Teh Ching-Ming Lai |
| author_facet | Muhammad Ammirrul Atiqi Mohd Zainuri Mohd Amran Mohd Radzi Azura Che Soh Norman Mariun Nasrudin Abd Rahim Jiashen Teh Ching-Ming Lai |
| author_sort | Muhammad Ammirrul Atiqi Mohd Zainuri |
| collection | DOAJ |
| 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 | 2024-04-14T01:51:10Z |
| format | Article |
| id | doaj.art-ee391eb33f6f4f68a5c71bfd6b405e65 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-04-14T01:51:10Z |
| publishDate | 2018-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-ee391eb33f6f4f68a5c71bfd6b405e652022-12-22T02:19:22ZengMDPI AGEnergies1996-10732018-05-01115115210.3390/en11051152en11051152Photovoltaic Integrated Shunt Active Power Filter with Simpler ADALINE Algorithm for Current Harmonic ExtractionMuhammad Ammirrul Atiqi Mohd Zainuri0Mohd Amran Mohd Radzi1Azura Che Soh2Norman Mariun3Nasrudin Abd Rahim4Jiashen Teh5Ching-Ming Lai6School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Pulau Pinang, MalaysiaDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, MalaysiaUM Power Energy Dedicated Advanced Centre, Wisma R&D, Universiti Malaya, 59990 Kuala Lumpur, MalaysiaSchool of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Pulau Pinang, MalaysiaDepartment of Vehicle Engineering, National Taipei University of Technology, No. 1, Sec. 3, Chung-Hsiao E. Road, Taipei 106, TaiwanThis 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.http://www.mdpi.com/1996-1073/11/5/1152adaptive linear neuronDC link capacitorcurrent harmonicsphotovoltaicshunt active power filter |
| spellingShingle | Muhammad Ammirrul Atiqi Mohd Zainuri Mohd Amran Mohd Radzi Azura Che Soh Norman Mariun Nasrudin Abd Rahim Jiashen Teh Ching-Ming Lai Photovoltaic Integrated Shunt Active Power Filter with Simpler ADALINE Algorithm for Current Harmonic Extraction Energies adaptive linear neuron DC link capacitor current harmonics photovoltaic shunt active power filter |
| 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 |
| topic | adaptive linear neuron DC link capacitor current harmonics photovoltaic shunt active power filter |
| url | http://www.mdpi.com/1996-1073/11/5/1152 |
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