A Hybrid Active Power Filter Using Artificial Neural Networks to Remove Harmonics from Distorted Mains
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| Natura: | Recurso digital |
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2025
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| _version_ | 1866901813217722368 |
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| author | VR Siddhartha |
| author_facet | VR Siddhartha |
| contents | <p><em><span>A description of the dynamic neural network-controlled hybrid active power filter (HAPF) is provided for harmonic correction during source voltage and load current fluctuations. A neural network-based controller operates to extract current essentials from non-sinusoidal and unbalanced currents of the examined supply system. The presented compensation system merges shunt active and shunt passive filter mechanisms to achieve superior performance. The analysis of a three-phase hybrid active power filter occurs within MATLAB/SIMULINK both for balanced and unbalanced loads and unbalanced and distorted sources. The methodology validation took place through the complete simulation level findings presentation.</span></em></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_14976374 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | A Hybrid Active Power Filter Using Artificial Neural Networks to Remove Harmonics from Distorted Mains VR Siddhartha Artificial Neural Network, THD, PI controller, hybrid active power filter <p><em><span>A description of the dynamic neural network-controlled hybrid active power filter (HAPF) is provided for harmonic correction during source voltage and load current fluctuations. A neural network-based controller operates to extract current essentials from non-sinusoidal and unbalanced currents of the examined supply system. The presented compensation system merges shunt active and shunt passive filter mechanisms to achieve superior performance. The analysis of a three-phase hybrid active power filter occurs within MATLAB/SIMULINK both for balanced and unbalanced loads and unbalanced and distorted sources. The methodology validation took place through the complete simulation level findings presentation.</span></em></p> |
| title | A Hybrid Active Power Filter Using Artificial Neural Networks to Remove Harmonics from Distorted Mains |
| topic | Artificial Neural Network, THD, PI controller, hybrid active power filter |
| url | https://doi.org/10.5281/zenodo.14976374 |