A shadow detection approach based on fuzzy logic using images obtained from PV array

Basit Öğe Kaydı
dc.authorscopusid8881363800
dc.authorscopusid56780397200
dc.contributor.authorKaraköse M.
dc.contributor.authorFirildak K.
dc.date.accessioned2024-08-04T20:03:56Z
dc.date.available2024-08-04T20:03:56Z
dc.date.issued2015
dc.departmentİnönü Üniversitesien_US
dc.description6th International Conference on Modeling, Simulation, and Applied Optimization, ICMSAO 2015 -- 27 May 2015 through 29 May 2015 -- 113607en_US
dc.description.abstractShadows on PV arrays influence the energy production performance negatively. There are many methods in the literature related to the detection of these shadows and reconfiguration of arrays. The methods proposed in the literature generally aim at reconfiguration of arrays and detecting shadow regions by using current (I), voltage (V) and power (P) information. In the process of reconfiguration it is quite difficult to measure to use P, V, I information. In this paper, in order to use in the reconfiguration processes for the detection of the shadow region on PV arrays, a new fuzzy logic based computer vision method is presented. The proposed method, firstly, performs object detection with background subtraction. Then, detects the edge of the object regions. Finally, it detects shadow regions with the help of fuzzy logic decision making system. Experimental results are provides effective performance for detecting of shaded areas on PV arrays. © 2015 IEEE.en_US
dc.identifier.doi10.1109/ICMSAO.2015.7152216
dc.identifier.isbn9781467366014
dc.identifier.scopus2-s2.0-84941131840en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/ICMSAO.2015.7152216
dc.identifier.urihttps://hdl.handle.net/11616/92222
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof6th International Conference on Modeling, Simulation, and Applied Optimization, ICMSAO 2015 - Dedicated to the Memory of Late Ibrahim El-Sadeken_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy Logicen_US
dc.subjectImage Processingen_US
dc.subjectPhotovoltaic Arraysen_US
dc.subjectReconfigurationen_US
dc.subjectShadow Detectionen_US
dc.titleA shadow detection approach based on fuzzy logic using images obtained from PV arrayen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu