Detection of Grid-Signal Distortions Using the Spectral Correlation Function

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dc.authorid0000-0001-5371-3758en_US
dc.authorid0000-0003-0368-0374en_US
dc.authorid0000-0003-2733-1697en_US
dc.authorid0000-0001-6430-3009en_US
dc.contributor.authorAlaca, Ozgur
dc.contributor.authorEkti, Ali Riza
dc.contributor.authorWilson, Aaron
dc.contributor.authorHolliman, John
dc.contributor.authorPiersall, Elizabeth
dc.contributor.authorYarkan, Serhan
dc.contributor.authorStenvig, Nils
dc.date.accessioned2023-11-13T07:55:03Z
dc.date.available2023-11-13T07:55:03Z
dc.date.issued2023en_US
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractThis study proposes a novel method for signal detection and feature extraction based on the spectral correlation function, enabling improved characterization of grid-signal dis tortions. Our approach differs from existing treatments of signal distortion in its analysis of the varied spectral content of signals observed in real-world scenarios. The method we propose has state-of-the-art discriminative power that provides meaningful and understandable characterizations of various grid events and anomalies. To validate the approach, we use real world data from the Grid Event Signature Library, which is maintained jointly by Oak Ridge National Laboratory and Lawrence Livermore National Laboratory.en_US
dc.identifier.doi10.1109/TSG.2023.3309532en_US
dc.identifier.endpage4983en_US
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-85169673673en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage4980en_US
dc.identifier.urihttps://hdl.handle.net/11467/7001
dc.identifier.urihttps://doi.org/10.1109/TSG.2023.3309532
dc.identifier.volume14en_US
dc.identifier.wosWOS:001160583000049en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/embargoedAccessen_US
dc.subjectFeature extraction, grid signature detection, grid signature library, smart grid, spectral correlation functionen_US
dc.titleDetection of Grid-Signal Distortions Using the Spectral Correlation Functionen_US
dc.typeArticleen_US

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