Modelling of chaotic surface tracking on the polymeric insulators with Hidden Markov Models

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dc.contributor.authorUzunoğlu, C.P.
dc.contributor.authorCekli, S.
dc.contributor.authorUgur, M.
dc.date.accessioned2024-07-12T21:40:39Z
dc.date.available2024-07-12T21:40:39Z
dc.date.issued2014en_US
dc.department[Belirlenecek]en_US
dc.description2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 -- 23 April 2014 through 25 April 2014 -- Trabzon -- 106053en_US
dc.description.abstractIn this study, chaotic surface tracking patterns observed on polymeric high voltage (HV) outdoor insulation materials were investigated and simulated. The polymeric samples are tested according to the IEC 587 Inclined Plane Tracking Test Standard. Since the chaotic surface tracking patterns manifests smutty and disordered images, they are preprocessed and purified by image processing tools. Internal and external effects may severely decrease insulation performance. In order to examine external effects, samples are subjected to moisture and vibration effect. Polymer samples are investigated by their fractal dimension which is a prominent tool for analyzing chaotic images. To simulate these chaotic surface tracking patterns Hidden Markov Models (HMM) are used. © 2014 IEEE.en_US
dc.identifier.doi10.1109/SIU.2014.6830391
dc.identifier.endpage966en_US
dc.identifier.isbn9.78148E+12
dc.identifier.scopus2-s2.0-84903752494en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage963en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2014.6830391
dc.identifier.urihttps://hdl.handle.net/20.500.12415/7413
dc.indekslendigikaynakScopus
dc.language.isotren_US
dc.publisherIEEE Computer Societyen_US
dc.relation.ispartof2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY08757
dc.subjectFractalen_US
dc.subjectHmmen_US
dc.subjectSurface Trackingen_US
dc.titleModelling of chaotic surface tracking on the polymeric insulators with Hidden Markov Modelsen_US
dc.typeConference Object
dspace.entity.typePublication

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