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Estimación de los parámetros del modelo de un solo diodo del módulo fotovoltaico aplicando el método de optimización basado en búsqueda de patrones mejorado

Parameters Estimation of the Single Diode Model of a Photovoltaic Module Based on the Improved Patterns Search Method

dc.contributor.authorTobon Mejia, Andres Felipe
dc.contributor.authorRojas Montano, Jhon Jairo
dc.contributor.authorSerna Garces, Sergio Ignacio
dc.contributor.authorHerrera Cuartas, Jorge Aurelio
dc.date.accessioned2021-10-05T20:20:08Z
dc.date.available2021-10-05T20:20:08Z
dc.date.created2021-03-14
dc.identifier.issn1692-3324
dc.identifier.urihttp://hdl.handle.net/11407/6559
dc.descriptionEn este artículo se propone el uso de un algoritmo de optimización basado en la búsqueda de patrones mejorada, aplicándolo a la estimación de los parámetros modelo de un diodo de una célula fotovoltaica. Los parámetros a estimar son corriente fotovoltaica, la saturación de corriente del diodo, la resistencia serie, la resistencia en paralelo y el factor de idealidad del diodo. La estimación es hecha a partir de los datos obtenidos de una curva conocida, es decir, que la celda fotovoltaica puede caracterizarse y los parámetros son extraídos de los datos de la curva. Los resultados son la identificación de los parámetros y la exactitud del modelo con respecto a la referencia en el punto de máxima potencia (MPP). Adicionalmente se realiza una comparación con el modelo obtenido con tres estimaciones realizadas con el algoritmo de optimización enjambre de partículas (PSO), bajo las mismas condiciones en cantidad de partículas y de iteraciones. El error encontrado muestra la similitud del modelo con la referencia obtenida de acuerdo con el algoritmo IPSM.
dc.descriptionIn this article, we propose the use of the optimization algorithm based on improved pattern search (IPSM), applying it to the estimation of the model parameters of a single diode of a photovoltaic cell. The parameters to be estimated are the photovoltaic current, the saturation current of the diode, the series resistance, the resistance in parallel, and the ideality factor of the diode. The estimation is made from the data obtained from a known curve, that is to say, that a photovoltaic cell could be characterized and from the data of the curve the parameters are extracted. The results are the identification of the parameters and the accuracy of the model concerning the reference at the point of maximum power (MPP). Additionally, a comparison is made with the model obtained with three estimations made with the particle swarm optimization algorithm (PSO), under the same conditions in the number of particles and iterations. The error found shows the similarity of the model with the reference obtained using the IPSM algorithm.
dc.formatPDF
dc.format.extentp. 13-32
dc.format.mediumElectrónico
dc.format.mimetypeapplication/pdf
dc.language.isospa
dc.publisherUniversidad de Medellín
dc.relation.ispartofseriesRevista Ingenierías Universidad de Medellín; Vol. 20 Núm. 38 (2021)
dc.relation.haspartRevista Ingenierías Universidad de Medellín; Vol. 20 Núm. 38 enero-junio 2021
dc.relation.urihttps://revistas.udem.edu.co/index.php/ingenierias/article/view/3024
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0
dc.sourceRevista Ingenierías Universidad de Medellín; Vol. 20 Núm. 38 (2021): enero-junio; 13-32
dc.subjectElectrónica de potencia
dc.subjectSistema fotovoltaico
dc.subjectMPPT
dc.subjectMétodo de búsqueda de patrones
dc.subjectModelo de un solo diodo
dc.subjectPower electronic
dc.subjectPhotovoltaic system
dc.subjectMPPT
dc.subjectPattern search method
dc.subjectSingle-diode model
dc.titleEstimación de los parámetros del modelo de un solo diodo del módulo fotovoltaico aplicando el método de optimización basado en búsqueda de patrones mejorado
dc.titleParameters Estimation of the Single Diode Model of a Photovoltaic Module Based on the Improved Patterns Search Method
dc.typeArticle
dc.identifier.doihttps://doi.org/10.22395/rium.v20n38a1
dc.relation.citationvolume20
dc.relation.citationissue38
dc.relation.citationstartpage13
dc.relation.citationendpage32
dc.audienceComunidad Universidad de Medellín
dc.publisher.facultyFacultad de Ingenierías
dc.coverageLat: 06 15 00 N degrees minutes Lat: 6.2500 decimal degreesLong: 075 36 00 W degrees minutes Long: -75.6000 decimal degrees
dc.publisher.placeMedellín
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dc.rights.creativecommonsAttribution-NonCommercial-ShareAlike 4.0 International
dc.identifier.eissn2248-4094
dc.type.coarhttp://purl.org/coar/resource_type/c_6501
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dc.type.localArtículo científico
dc.type.driverinfo:eu-repo/semantics/article
dc.identifier.reponamereponame:Repositorio Institucional Universidad de Medellín
dc.identifier.repourlrepourl:https://repository.udem.edu.co/
dc.identifier.instnameinstname:Universidad de Medellín


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