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2017 IEEE PES Innovative Smart Grid Technologies Conference - Latin America, ISGT Latin America 2017(1)
Applied Soft Computing(1)
Expert Systems with Applications(1)
Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015(1)
Proceedings of the International Joint Conference on Neural Networks(1)
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Economía de la tierra y la energía(2)
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scopus(5)
Load estimation based on self-organizing maps and Bayesian networks for microgrids design in rural zones
Conference ObjectAbstract: Microgrids are suitable electrical solutions for providing energy in rural zones. However, it is chaPalabras claves:Microgrids, Residential load profiles, Rural communities.Autores:Caquilpan V., Doris A. Saez, Hernandez R., Jacqueline Llanos-Proano, Núñez A.A., Roje T.Fuentes:scopusLoad estimation for microgrid planning based on a self-organizing map methodology
ArticleAbstract: This study presents a novel load estimation method for isolated communities that do not receive enerPalabras claves:Load Profile, microgrid, planning, Self-organizing map (SOM)Autores:Doris A. Saez, Hernandez R., Jacqueline Llanos-Proano, Lacalle M., Lanas F., Marin L.G., Núñez A.A., Raúl E. MoralesFuentes:scopusLoad profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks
Conference ObjectAbstract: In this paper, two methods for generating the daily load profile and forecasting in isolated small cPalabras claves:Energy Management System (EMS), load forecasting, microgrid, Neural networks, Self-organizing map (SOM)Autores:Doris A. Saez, Jacqueline Llanos-Proano, Jiménez-Estévez G.A., Núñez A.A., Palma-Behnke R.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