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Analysis of different energy storage technologies for microgrids energy management
Conference ObjectAbstract: The importance of energy storage systems is increasing in microgrids energy management. In this studPalabras claves:Autores:Aguado J.A., Dario Benavides, Luiz G. González, Paul ArévaloFuentes:scopusAn Experimental Study of Power Smoothing Methods to Reduce Renewable Sources Fluctuations Using Supercapacitors and Lithium-Ion Batteries
ArticleAbstract: The random nature of renewable sources causes power fluctuations affecting the stability in the utilPalabras claves:EXPERIMENTAL, Hydrokinetic, Power smoothing, self-consumption, supercapacitorAutores:Aguado J.A., Dario Benavides, Escámez A., Francisco J. Jurado, Marcos Tostado-Véliz, Paul Arévalo, Vera D.Fuentes:scopusHybrid Deep Learning Architecture Approach for Photovoltaic Power Plant Output Prediction
Conference ObjectAbstract: Photovoltaic Power is an interesting type of renewable energy, but the intermittency of solar energyPalabras claves:cnn, deep learning, LSTM, pbkp_rediction, PhotovoltaicAutores:Aguado J.A., Joya-Caparrós G., Myriam Cumbajin, Stoean R.Fuentes:scopusExperimental validation of a novel power smoothing method for on-grid photovoltaic systems using supercapacitors
ArticleAbstract: Renewable energy sources have been widely developed in grid-connected systems. However, a challengePalabras claves:Pbkp_redictor corrector, photovoltaic power generation, Power smoothing, State of Charge, supercapacitorAutores:Aguado J.A., Dario Benavides, Francisco J. Jurado, Paul ArévaloFuentes:scopusMethod of monitoring and detection of failures in PV system based on machine learning
ArticleAbstract: Machine learning methods have been used to solve complicated practical problems in different areas aPalabras claves:Artificial Intelligence, fuentes de energía renovable, Inteligencia Artificial, Monitoring, renewable energy sources, SupervisionAutores:Aguado J.A., Dario Benavides, Francisco J. Jurado, Hernandez-Callejo L., Luiz G. González, Páúl Arévalo-CorderoFuentes:scopusSmart monitoring method for photovoltaic systems and failure control based on power smoothing techniques
ArticleAbstract: In recent years, photovoltaic energy production has experienced significant progress, being integratPalabras claves:battery energy storage, Photovoltaic, Power smoothing, RENEWABLE ENERGY, supercapacitorAutores:Aguado J.A., Dario Benavides, Francisco J. Jurado, Marcos Tostado-Véliz, Paul ArévaloFuentes:scopus