Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/6153
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dc.contributor.authorÜnlütürk, Muhammeden_US
dc.contributor.authorKulaksız, Ahmet Afşinen_US
dc.contributor.authorÜnlütürk, Alien_US
dc.date.accessioned2024-09-04T10:04:06Z-
dc.date.available2024-09-04T10:04:06Z-
dc.date.issued2019en_US
dc.identifier.urihttps://hdl.handle.net/20.500.13091/6153-
dc.description.abstractNumerous environmental factors significantly affect the energy yield of solar photovoltaic (PV) power plants. Among these, solar irradiance, photovoltaic module temperature, dust and shading are prominent. The level of soiling is directly related to the installation site of the PV plant. In this study, to investigate the impact of dust shading factor on energy efficiency, artificial light source in laboratory environment is used and power outputs are compared for three different densities of dust accumulation on the module surface. For each level of dust accumulation, images are obtained from PV modules. From the PV module images obtained by a camera for different levels of dust accumulation, new features are obtained based on Gray Level Co-occurrence Matrix. The obtained data with new features are classified on the basis of Artificial Neural Networks to determine dust level and its effect on PV module performance.en_US
dc.language.isoenen_US
dc.publisherNevsehir Haci Bektas Veli Universityen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSoilingen_US
dc.subjectDust depositionen_US
dc.subjectPhotovoltaic moduleen_US
dc.subjectSolar energyen_US
dc.titleImage Processing-based Assessment of Dust Accumulation on Photovoltaic Modulesen_US
dc.typeConference Objecten_US
dc.relation.conference2019 1st Global Power, Energy and Communication Conference (IEEE GPECOM2019) June 12-15 2019 Cappadocia Turkeyen_US
dc.relation.publication2019 IEEE 1st Global Power, Energy and Communication Conference (GPECOM2019)en_US
dc.contributor.affiliationFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.relation.isbn978-1-5386-8086-5en_US
dc.description.startpage308en_US
dc.description.endpage311en_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.authorid0000-0003-3216-8185en_US
dc.institutionauthorKulaksız, Ahmet Afşinen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
item.fulltextWith Fulltext-
item.grantfulltextopen-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.openairetypeConference Object-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
crisitem.author.dept02.04. Department of Electrical and Electronics Engineering-
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
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