Single phase shunt active power filter with simplified ADALINE neural network
Shunt active power filter is known as powerful tool to compensate current harmonics. Previous development of its controller was by using modified ADALINE algorithm for harmonics extraction, which somehow still having complex features. Therefore, this paper presents three major improvements to the al...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IET
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/69247/ http://psasir.upm.edu.my/id/eprint/69247/1/Single%20phase%20shunt%20active%20power%20filter%20with%20simplified%20ADALINE%20neural%20network.pdf |
| _version_ | 1848856351554404352 |
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| author | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Abdul Rahman, Nor Farahaida Che Soh, Azura Abd Rahim, Nasrudin |
| author_facet | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Abdul Rahman, Nor Farahaida Che Soh, Azura Abd Rahim, Nasrudin |
| author_sort | Mohd Zainuri, Muhammad Ammirrul Atiqi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Shunt active power filter is known as powerful tool to compensate current harmonics. Previous development of its controller was by using modified ADALINE algorithm for harmonics extraction, which somehow still having complex features. Therefore, this paper presents three major improvements to the algorithm in related to sine and cosine vectors, weight updating algorithm, and average square error. The proposed algorithm is designed and developed in shunt APF's controller, and the shunt APF is simulated in MATLAB/Simulink. The simulation results show significant improvement as compared to the previous algorithm. |
| first_indexed | 2025-11-15T11:40:17Z |
| format | Conference or Workshop Item |
| id | upm-69247 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:40:17Z |
| publishDate | 2014 |
| publisher | IET |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-692472019-06-12T07:38:46Z http://psasir.upm.edu.my/id/eprint/69247/ Single phase shunt active power filter with simplified ADALINE neural network Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Abdul Rahman, Nor Farahaida Che Soh, Azura Abd Rahim, Nasrudin Shunt active power filter is known as powerful tool to compensate current harmonics. Previous development of its controller was by using modified ADALINE algorithm for harmonics extraction, which somehow still having complex features. Therefore, this paper presents three major improvements to the algorithm in related to sine and cosine vectors, weight updating algorithm, and average square error. The proposed algorithm is designed and developed in shunt APF's controller, and the shunt APF is simulated in MATLAB/Simulink. The simulation results show significant improvement as compared to the previous algorithm. IET 2014 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/69247/1/Single%20phase%20shunt%20active%20power%20filter%20with%20simplified%20ADALINE%20neural%20network.pdf Mohd Zainuri, Muhammad Ammirrul Atiqi and Mohd Radzi, Mohd Amran and Abdul Rahman, Nor Farahaida and Che Soh, Azura and Abd Rahim, Nasrudin (2014) Single phase shunt active power filter with simplified ADALINE neural network. In: 3rd IET International Conference on Clean Energy and Technology (CEAT 2014), 24-26 Nov. 2014, Kuching, Sarawak, Malaysia. . 10.1049/cp.2014.1489 |
| spellingShingle | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Abdul Rahman, Nor Farahaida Che Soh, Azura Abd Rahim, Nasrudin Single phase shunt active power filter with simplified ADALINE neural network |
| title | Single phase shunt active power filter with simplified ADALINE neural network |
| title_full | Single phase shunt active power filter with simplified ADALINE neural network |
| title_fullStr | Single phase shunt active power filter with simplified ADALINE neural network |
| title_full_unstemmed | Single phase shunt active power filter with simplified ADALINE neural network |
| title_short | Single phase shunt active power filter with simplified ADALINE neural network |
| title_sort | single phase shunt active power filter with simplified adaline neural network |
| url | http://psasir.upm.edu.my/id/eprint/69247/ http://psasir.upm.edu.my/id/eprint/69247/ http://psasir.upm.edu.my/id/eprint/69247/1/Single%20phase%20shunt%20active%20power%20filter%20with%20simplified%20ADALINE%20neural%20network.pdf |