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Optimal management of a microgrid with radiation and wind-speed forecasting: A case study applied to a bioclimatic building
e iscopus: 2-s2.0-85106434649
related by: authorship_64447
volume: 14
has funding vehicle: funding3639
type: Generically Dependent Continuant
type: Article
has publication venue: Energies
crisid: 9034
abstract: An 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. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
origen: scopus
doi: 10.3390/en14092398
freetext keyword: Control; EMS; Microgrid; MPC; Simulation Acoustic generators; Electric load flow; Energy management; Forecasting; Microgrids; Model predictive control; Photovoltaic cells; Predictive control systems; Time series; Wind; Case-studies; Double exponential; Optimal management; Optimal power flows; Photovoltaic systems; Sampling data; Time series predictors; Wind speed forecasting; Energy management systems
most specific type: Article
date time value: article date 9034
related by: authorship_64448
type: Information Content Entity
artnum: 2398
type: Continuant
estado: published
issue: 9
accesstype: All Open Access, Gold, Green
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Generically Dependent Continuant
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RDF description of Optimal management of a microgrid with radiation and wind-speed forecasting: A case study applied to a bioclimatic building - http://orbis.uaslp.mx/vivo/individual/scopus9033
rights: termsOfUse
date: 2026-08-28T03:02:36
publisher: vivo
type: Document

Article
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Energies
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type: Periodical
type: Generically Dependent Continuant
publication venue for: Optimal management of a microgrid with radiation and wind-speed forecasting: A case study applied to a bioclimatic building
type: Thing
type: Entity
type: Information Content Entity
type: Collection
type: Continuant
type: Journal

Information Content Entity
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funding3639
type: Relationship
type: BFO_0000020
type: Entity
type: Thing
type: Grant
type: Continuant
label: P18-FR-2378, P18-RT-1193; UAL18-TIC-A020-B; Consejo Nacional de Ciencia y Tecnología, CONACYT: 2015-01-786, PCI2019-103378; Ministerio de Economía y Competitividad, MINECO: RTI2018-095993-B-I00; CYTED Ciencia y Tecnología para el Desarrollo, CYTED; Junta de Andalucía
funding vehicle for: Optimal management of a microgrid with radiation and wind-speed forecasting: A case study applied to a bioclimatic building