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2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016(2)
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scopus(8)
Consumption modeling based on Markov chains and Bayesian networks for a demand side management design of isolated microgrids
ArticleAbstract: This paper proposes a novel simulator of energy consumption patterns that allows designing demand siPalabras claves:Bayesian network, demand side management, Markov chain, microgridAutores:Doris A. Saez, Jiménez-Estévez G.A., Marin L.G., Orchard M.E., Roje T.Fuentes:scopusFuzzy interval modelling based on joint supervision
Conference ObjectAbstract: This paper presents a new methodology for Pbkp_rediction Interval (PI) construction based on a modifPalabras claves:fuzzy systems, Joint supervision, pbkp_rediction intervalAutores:Cartagena O., Doris A. Saez, Marin L.G., Munoz-Carpintero D., Parra S., Skrjanc I.Fuentes:scopusFuzzy pbkp_rediction interval models for forecasting renewable resources and loads in microgrids
ArticleAbstract: An energy management system (EMS) determines the dispatching of generation units based on an optimizPalabras claves:Energy Management System (EMS), forecasting, fuzzy modeling, microgrid, Pbkp_rediction Intervals, RenewableAutores:Avila F., Claudio A. Cañizares, Doris A. Saez, Marin L.G., Olivares D.E.Fuentes:scopusMicrogrid planning based on fuzzy interval models of renewable resources
Conference ObjectAbstract: Microgrids are sustainable solutions for electrification of rural zones that can make use of their lPalabras claves:Fuzzy modelling, Microgrids, planningAutores:Doris A. Saez, Marin L.G., Núñez A.A., Raúl E. MoralesFuentes:scopusPbkp_rediction Intervals with LSTM Networks Trained by Joint Supervision
Conference ObjectAbstract: This paper presents an approach for pbkp_rediction interval generation by training a LSTM neural netPalabras claves:Joint supervision, LSTM, Microgrids, neural network, pbkp_rediction interval, Renewable, TIME SERIESAutores:Cruz N., Doris A. Saez, Marin L.G.Fuentes:scopusPbkp_rediction interval based on type-2 fuzzy systems for wind power generation and loads in microgrid control design
Conference ObjectAbstract: An important issue in the operation of isolated microgrids is how to properly address the uncertaintPalabras claves:Energy Management System, fuzzy systems, microgrid, pbkp_rediction interval, RENEWABLE ENERGYAutores:Doris A. Saez, Marin L.G., Valencia F.Fuentes:scopusPbkp_rediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks
ArticleAbstract: Pbkp_rediction interval modelling has been proposed in the literature to characterize uncertain phenPalabras claves:Fuzzy number, microgrid, neuronal network, pbkp_rediction interval, RENEWABLE ENERGYAutores:Cruz N., Doris A. Saez, Marin L.G., Núñez A.A., Sumner M.Fuentes:scopusPbkp_rediction interval modeling tuned by an improved teaching learning algorithm applied to load forecasting in microgrids
Conference ObjectAbstract: In recent years there has been growing interest in pbkp_rediction models for non-conventional energyPalabras claves:Autores:Doris A. Saez, Guitierrez L., Marin L.G., Núñez A.A., Veltman F.Fuentes:scopus