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International Journal of Renewable Energy Research(1)
Proceedings - International Conference of the Chilean Computer Science Society, SCCC(1)
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Sustainability (Switzerland)(1)
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Economía de la tierra y la energía(2)
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Applied LSTM neural network time series to forecast household energy consumption
ArticleAbstract: In Ecuador, energy consumption is accentuated in the residential sector due to population growth anPalabras claves:buildings, Energy efficiency, forecasting, LSTM, TIME SERIESAutores:Génesis Segura, José Guamán, Julio Barzola-Monteses, Mónica Mite-León, Vicente Macas-EspinosaFuentes:rraaeEnergy Consumption of a Building by using Long Short-Term Memory Network: A Forecasting Study
Conference ObjectAbstract: Buildings have a dominant presence in energy consumption for the transition to clean energy. DuringPalabras claves:electric load time series, energy efficiency building, Feed-forward neural networks, long short-Term memoryAutores:Eduardo Flores-Morán, Julio Barzola-Monteses, Mayken Espinoza-Andaluz, Mónica Mite-LeónFuentes:googlescopusStatistical model for the forecast of hydropower production in Ecuador
ArticleAbstract: The main sources of electricity generation are hydroelectric and thermo-fossil type in Ecuador. GrosPalabras claves:ARIMA, Electric power, Hydroelectric, Monthly production, Stochastics modelsAutores:Julio Barzola-Monteses, Mónica Mite-LeónFuentes:googlescopusTime series analysis for pbkp_redicting hydroelectric power production: The ecuador case
ArticleAbstract: Electrical generation in Ecuador mainly comes from hydroelectric and thermo-fossil sources, with thePalabras claves:ARIMA, ARIMAX, Hydroelectric power, Production pbkp_rediction, time series analysisAutores:Fajardo W., Gómez-Romero J., Julio Barzola-Monteses, Mayken Espinoza-Andaluz, Mónica Mite-LeónFuentes:googlescopus