Publication:
Superiority of Decision Tree Classifier on Complicated Cases for Power System Protection

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dc.authorscopusid22433630600
dc.authorscopusid55727340000
dc.authorscopusid36460206000
dc.contributor.authorÖzgönenel, O.
dc.contributor.authorThomas, D.W.P.
dc.contributor.authorYalcin, T.
dc.date.accessioned2020-06-21T09:28:59Z
dc.date.available2020-06-21T09:28:59Z
dc.date.issued2012
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Özgönenel] Okan, Electrical and Electronic Engineering Faculty, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Thomas] David William Phillip, Department of Electrical and Electronic Engineering, University of Nottingham, Nottingham, Nottinghamshire, United Kingdom; [Yalcin] Turgay, Electrical and Electronic Engineering Faculty, Ondokuz Mayis Üniversitesi, Samsun, Turkeyen_US
dc.description.abstractDiagnosis of power system faults requires identification and classification of voltage disturbances in power systems and smart grids. The objective of this approach is to develop state of art signal classification algorithms for classifying different types of power quality disturbances (faults) based on latest improvements in signal processing and pattern recognition techniques. This paper proposes a new solution for power system monitoring against all possible power quality issues. S-transform is used for analyzing distorted power signal. As a classifier, decision tree algorithm is used and its performance is compared to other classifiers. The proposed hybrid power system monitoring system is able to detect common power system disturbances such as voltage sag/swell/, flicker, DC component, electro-magnetic interference, harmonics, transients and blackouts.en_US
dc.identifier.doi10.1049/cp.2012.0054
dc.identifier.isbn9780863417290
dc.identifier.isbn9780863419003
dc.identifier.isbn9781849191609
dc.identifier.isbn9781839530029
dc.identifier.isbn9781849195584
dc.identifier.isbn9781849198172
dc.identifier.isbn9781849196246
dc.identifier.isbn9781849195690
dc.identifier.isbn9781785610462
dc.identifier.isbn9780863419027
dc.identifier.scopus2-s2.0-84863642397
dc.identifier.urihttps://doi.org/10.1049/cp.2012.0054
dc.identifier.urihttps://hdl.handle.net/20.500.12712/4410
dc.identifier.volume2012en_US
dc.language.isoenen_US
dc.relation.ispartof-- 11th IET International Conference on Developments in Power Systems Protection, DPSP 2012en_US
dc.relation.journalIET Conference Publicationsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectContinuous Wavelet Transform (CWT)en_US
dc.subjectDecision Treeen_US
dc.subjectPower Distortionsen_US
dc.subjectProtectionen_US
dc.subjectQuality Issuesen_US
dc.titleSuperiority of Decision Tree Classifier on Complicated Cases for Power System Protectionen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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