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dc.contributor.authorPolanco Vásquez, Luis O.
dc.contributor.authorRamírez, Víctor M.
dc.contributor.authorLangarica Córdova, Diego
dc.contributor.authorLópez Redondo, Juana
dc.contributor.authorDomingo Álvarez, José
dc.contributor.authorTorres-Moreno, José Luis
dc.date.accessioned2021-05-03T08:45:14Z
dc.date.available2021-05-03T08:45:14Z
dc.date.issued2021-04-23
dc.identifier.issn1996-1073
dc.identifier.urihttp://hdl.handle.net/10835/10629
dc.description.abstractAn Energy Management System (EMS) that uses a Model Predictive Control (MPC) to manage the flow of the microgrids is described in this work. The EMS integrates both wind speed and solar radiation predictors by using a time series to perform the primary grid forecasts. At each sampling data measurement, the power of the photovoltaic system and wind turbine are predicted. Then, the MPC algorithm uses those predictions to obtain the optimal power flows of the microgrid elements and the main network. In this work, three time-series predictors are analyzed. As the results will show, the MPC strategy becomes a powerful energy management tool when it is integrated with the Double Exponential Smoothing (DES) predictor. This new scheme of integrating the DES method with an MPC presents a good management response in real-time and overcomes the results provided by the Optimal Power Flow method, which was previously proposed in the literature. For the case studies, the test microgrid located in the CIESOL bioclimatic building of the University of Almeria (Spain) is used.es_ES
dc.language.isoenes_ES
dc.publisherMDPIes_ES
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectmicrogrides_ES
dc.subjectEMSes_ES
dc.subjectMPCes_ES
dc.subjectcontroles_ES
dc.subjectsimulationes_ES
dc.titleOptimal Management of a Microgrid with Radiation and Wind-Speed Forecasting: A Case Study Applied to a Bioclimatic Buildinges_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publisherversionhttps://www.mdpi.com/1996-1073/14/9/2398es_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


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Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Internacional