Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter
This paper investigates performances of Modified Widrow-Hoff ADALINE as harmonics extraction algorithm under effect of photovoltaic (PV) integrated with shunt active power filter (SAPF). Integration of PV with SAPF gives high advantages in terms of energy source and power quality. The dependable on...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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IEEE
2016
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| Online Access: | http://psasir.upm.edu.my/id/eprint/59423/ http://psasir.upm.edu.my/id/eprint/59423/1/Performance%20evaluation%20of%20Modified%20Widrow-Hoff%20ADALINE%20under%20effect%20of%20photovoltaic%20with%20shunt%20active%20power%20filter.pdf |
| _version_ | 1848853917467672576 |
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| author | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin |
| author_facet | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin |
| author_sort | Mohd Zainuri, Muhammad Ammirrul Atiqi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper investigates performances of Modified Widrow-Hoff ADALINE as harmonics extraction algorithm under effect of photovoltaic (PV) integrated with shunt active power filter (SAPF). Integration of PV with SAPF gives high advantages in terms of energy source and power quality. The dependable on grid supply current reduces as PV current may support good amount of current to the load. However, with off-on operation and various irradiance levels of the PV, a good harmonics extraction algorithm is needed. Meanwhile, Modified Widrow-Hoff ADALINE is already proven before in SAPF functionality, however, its performance should further be evaluated under integration of PV with SAPF. Therefore, this algorithm is proposed, and further designed and developed for PV based SAPF, as simulated in MATLAB/Simulink. From the simulation results, the Modified Widrow-Hoff algorithm shows good performances for PV based SAPF with low THD values, fast response times and reduced source power from the grid under various levels of irradiance. |
| first_indexed | 2025-11-15T11:01:35Z |
| format | Conference or Workshop Item |
| id | upm-59423 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:01:35Z |
| publishDate | 2016 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-594232018-03-02T04:13:20Z http://psasir.upm.edu.my/id/eprint/59423/ Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin This paper investigates performances of Modified Widrow-Hoff ADALINE as harmonics extraction algorithm under effect of photovoltaic (PV) integrated with shunt active power filter (SAPF). Integration of PV with SAPF gives high advantages in terms of energy source and power quality. The dependable on grid supply current reduces as PV current may support good amount of current to the load. However, with off-on operation and various irradiance levels of the PV, a good harmonics extraction algorithm is needed. Meanwhile, Modified Widrow-Hoff ADALINE is already proven before in SAPF functionality, however, its performance should further be evaluated under integration of PV with SAPF. Therefore, this algorithm is proposed, and further designed and developed for PV based SAPF, as simulated in MATLAB/Simulink. From the simulation results, the Modified Widrow-Hoff algorithm shows good performances for PV based SAPF with low THD values, fast response times and reduced source power from the grid under various levels of irradiance. IEEE 2016 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59423/1/Performance%20evaluation%20of%20Modified%20Widrow-Hoff%20ADALINE%20under%20effect%20of%20photovoltaic%20with%20shunt%20active%20power%20filter.pdf Mohd Zainuri, Muhammad Ammirrul Atiqi and Mohd Radzi, Mohd Amran and Che Soh, Azura and Mariun, Norman and Abd Rahim, Nasrudin (2016) Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter. In: 2016 IEEE Industrial Electronics and Applications Conference (IEACon 2016), 20-22 Nov. 2016, Kota Kinabalu, Sabah. (pp. 128-132). 10.1109/IEACON.2016.8067368 |
| spellingShingle | Mohd Zainuri, Muhammad Ammirrul Atiqi Mohd Radzi, Mohd Amran Che Soh, Azura Mariun, Norman Abd Rahim, Nasrudin Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title | Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title_full | Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title_fullStr | Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title_full_unstemmed | Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title_short | Performance evaluation of Modified Widrow-Hoff ADALINE under effect of photovoltaic with shunt active power filter |
| title_sort | performance evaluation of modified widrow-hoff adaline under effect of photovoltaic with shunt active power filter |
| url | http://psasir.upm.edu.my/id/eprint/59423/ http://psasir.upm.edu.my/id/eprint/59423/ http://psasir.upm.edu.my/id/eprint/59423/1/Performance%20evaluation%20of%20Modified%20Widrow-Hoff%20ADALINE%20under%20effect%20of%20photovoltaic%20with%20shunt%20active%20power%20filter.pdf |