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dc.contributor.authorCastellà Rodil, Marc
dc.contributor.authorPatarroyo Montenegro, Juan
dc.contributor.authorKampouropoulos, Konstantinos
dc.contributor.authorAndrade Rengifo, Fabio
dc.contributor.authorRomeral Martínez, José Luis
dc.contributor.otherUniversitat Politècnica de Catalunya. Doctorat en Enginyeria Electrònica
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.date.accessioned2020-09-10T17:48:57Z
dc.date.issued2019
dc.identifier.citationCastellà, M. [et al.]. A novel methodology for determination of soiling on PV panels by means of grey box modelling. A: Annual Conference of the IEEE Industrial Electronics Society. "IECON 2019: 45th Annual Conferenceof the IEEE Industrial Electronics Society: Convention Center, Lisbon, Portugal: 14-17 October, 2019". 2019, p. 2271-2276. ISBN 978-1-7281-4878-6. DOI 10.1109/IECON.2019.8927584.
dc.identifier.isbn978-1-7281-4878-6
dc.identifier.urihttp://hdl.handle.net/2117/328677
dc.description.abstractThis article presents a novel methodology for the determination of soiling appearance on photovoltaic panels by means of data analysis of their energy production and operating conditions. The proposed methodology is based on the generation of a daily-based grey box model for each supervised panel, fitted through the sequential quadratic programming optimization approach, and the evolution analysis of the fitted coefficients to determine the appearance of soiling through the calculation of its monotonic drift and slope. The presented approach has been developed in the framework of a CORFO R&D project and validated under real operating conditions in a utility-scale photovoltaic power plant of one axis mount, located in Chile.
dc.format.extent6 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Energies::Energia solar fotovoltaica
dc.subject.lcshPhotovoltaic power generation
dc.subject.otherMathematical model
dc.subject.otherPhotovoltaic systems
dc.subject.otherAnalytical models
dc.subject.otherData models
dc.subject.otherTask analysis
dc.titleA novel methodology for determination of soiling on PV panels by means of grey box modelling
dc.typeConference report
dc.subject.lemacEnergia solar fotovoltaica
dc.contributor.groupUniversitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group
dc.identifier.doi10.1109/IECON.2019.8927584
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://ieeexplore.ieee.org/document/8927584
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac28800606
dc.description.versionPostprint (published version)
dc.date.lift10000-01-01
local.citation.authorCastellà, M.; Patarroyo, J.; Kampouropoulos, K.; Andrade, F.; Romeral, L.
local.citation.contributorAnnual Conference of the IEEE Industrial Electronics Society
local.citation.publicationNameIECON 2019: 45th Annual Conferenceof the IEEE Industrial Electronics Society: Convention Center, Lisbon, Portugal: 14-17 October, 2019
local.citation.startingPage2271
local.citation.endingPage2276


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