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A novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance
ArticleAbstract: We forecast hourly solar irradiance time series using a novel hybrid model based on SOM (self-organiPalabras claves:Hourly solar irradiance forecasting, Particle Swarm Optimization, Self-Organizing Maps, Support Vector RegressionAutores:Dazhi Yang, Dong Z., Reindl T., Walsh W.M.Fuentes:scopusShort-term solar irradiance forecasting using exponential smoothing state space model
ArticleAbstract: We forecast high-resolution solar irradiance time series using an exponential smoothing state spacePalabras claves:Exponential smoothing state space model, Forecast horizon, Stationarity, Time series forecastingAutores:Dazhi Yang, Dong Z., Reindl T., Walsh W.M.Fuentes:scopus