Parameter Extraction From a Typical PV Module Using a Metaheuristic Technique

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dc.contributor.authorTutkun, Nedim
dc.contributor.authorElibol, Erdem
dc.contributor.authorAktaş, Melih
dc.date.accessioned2020-04-30T23:20:31Z
dc.date.available2020-04-30T23:20:31Z
dc.date.issued2015
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description4th International Conference on Renewable Energy Research and Applications (ICRERA) -- NOV 22-25, 2015 -- Palermo, ITALYen_US
dc.descriptionWOS: 000379126300122en_US
dc.description.abstractIn this study, the mathematical models of two typical photovoltaic modules were obtained from a widely used single diode circuit model. The unknown parameters such as the diode ideality factor and the parasitic resistances were estimated using short circuit current and open circuit voltage given in the manufacturer's data sheet through the circuit model under consideration. It is obvious that parameter extraction is a typical minimization problem which may be solved by deterministic or stochastic optimization techniques depending on complexity of it. Since the equation obtained from I-V characteristic of the circuit model was transcendental a newly developed meta-heuristic technique such as the shuffled frog leaping algorithm (SFLA) was employed to identify the unknown parameters at various irradiance levels and temperatures. The results indicated that application of the SFLA method produced meaningful and encouraging outcomes to deliver peak power to a load.en_US
dc.identifier.endpage759en_US
dc.identifier.isbn978-1-4799-9982-8
dc.identifier.issn2377-6897
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage755en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12684/4024
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2015 International Conference On Renewable Energy Research And Applications (Icrera)en_US
dc.relation.ispartofseriesInternational Conference on Renewable Energy Research and Applications
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectrenewable energyen_US
dc.subjectparameter extractionen_US
dc.subjectsingle diode modelen_US
dc.subjectshuffled frog leaping algorithmen_US
dc.titleParameter Extraction From a Typical PV Module Using a Metaheuristic Techniqueen_US
dc.typeConference Objecten_US

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