A Shadow Detection Approach Based on Fuzzy Logic Using Images Obtained from PV Array

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dc.authoridKARAKOSE, Mehmet/0000-0002-3276-3788
dc.authoridFırıldak, Kazım/0000-0002-1958-3627;
dc.authorwosidKARAKÖSE, Mehmet/GWZ-9735-2022
dc.authorwosidKARAKOSE, Mehmet/G-9963-2013
dc.authorwosidKarakose, Mehmet/I-8370-2019
dc.authorwosidFırıldak, Kazım/AAR-8770-2021
dc.authorwosidFIRILDAK, KAZIM/W-1064-2018
dc.contributor.authorKarakose, Mehmet
dc.contributor.authorFirildak, Kazim
dc.date.accessioned2024-08-04T20:56:21Z
dc.date.available2024-08-04T20:56:21Z
dc.date.issued2015
dc.departmentİnönü Üniversitesien_US
dc.description6th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO) -- MAY 27-29, 2015 -- Istanbul, TURKEYen_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.en_US
dc.identifier.isbn978-1-4673-6601-4
dc.identifier.issn2473-4748
dc.identifier.urihttps://hdl.handle.net/11616/102244
dc.identifier.wosWOS:000380551800022en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2015 6th International Conference on Modeling, Simulation, and Applied Optimization (Icmsao)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectShadow Detectionen_US
dc.subjectPhotovoltaic Arraysen_US
dc.subjectImage Processingen_US
dc.subjectReconfigurationen_US
dc.subjectFuzzy Logicen_US
dc.titleA Shadow Detection Approach Based on Fuzzy Logic Using Images Obtained from PV Arrayen_US
dc.typeConference Objecten_US

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