An on-line neural network-based harmonic analyzer
This paper introduces a simple solution, based on neural networks, to the problem of the on-line and adaptive harmonic component analysis in power systems. A single neuron is used whose synaptic weights are directly related to the signal's dc component and to the magnitudes and phases of the ha...
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| Format: | article |
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1994
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/14751/1/14751_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14751/2/14751_2.doc |
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| _version_ | 1864513403242938368 |
|---|---|
| author | Zrida, J. |
| author2 | Bakhashwain, J. El-Amin, I. unknown |
| author2_role | author author author |
| author_facet | Zrida, J. Bakhashwain, J. El-Amin, I. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Zrida, J. Bakhashwain, J. El-Amin, I. unknown |
| dc.date.none.fl_str_mv | 1994-08 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14751/1/14751_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14751/2/14751_2.doc (1994) An on-line neural network-based harmonic analyzer. Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on, 1. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14751/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | An on-line neural network-based harmonic analyzer |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | This paper introduces a simple solution, based on neural networks, to the problem of the on-line and adaptive harmonic component analysis in power systems. A single neuron is used whose synaptic weights are directly related to the signal's dc component and to the magnitudes and phases of the harmonic components present in the signal. In addition, deviation from the nominal fundamental frequency is accounted for in the same context. The simulation of a realistic test case shows a very efficient and precise estimation of the present harmonics |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_7d256a2c234fa9b9bb1ba7bdb8182408 |
| identifier_str_mv | (1994) An on-line neural network-based harmonic analyzer. Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on, 1. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14751 |
| publishDate | 1994 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | An on-line neural network-based harmonic analyzerZrida, J.Bakhashwain, J.El-Amin, I.unknownComputerThis paper introduces a simple solution, based on neural networks, to the problem of the on-line and adaptive harmonic component analysis in power systems. A single neuron is used whose synaptic weights are directly related to the signal's dc component and to the magnitudes and phases of the harmonic components present in the signal. In addition, deviation from the nominal fundamental frequency is accounted for in the same context. The simulation of a realistic test case shows a very efficient and precise estimation of the present harmonicsIEEE1994-082020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14751/1/14751_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14751/2/14751_2.doc (1994) An on-line neural network-based harmonic analyzer. Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on, 1. enenhttps://eprints.kfupm.edu.sa/id/eprint/14751/info:eu-repo/semantics/openAccessoai::147512019-11-01T14:07:17Z |
| spellingShingle | An on-line neural network-based harmonic analyzer Zrida, J. Computer |
| status_str | publishedVersion |
| title | An on-line neural network-based harmonic analyzer |
| title_full | An on-line neural network-based harmonic analyzer |
| title_fullStr | An on-line neural network-based harmonic analyzer |
| title_full_unstemmed | An on-line neural network-based harmonic analyzer |
| title_short | An on-line neural network-based harmonic analyzer |
| title_sort | An on-line neural network-based harmonic analyzer |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14751/1/14751_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14751/2/14751_2.doc |