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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:scopusDay-Ahead Solar Irradiance Forecasting in a Tropical Environment
ArticleAbstract: Day-ahead solar irradiance forecasting is carried out using data from a tropical environment, SingapPalabras claves:Autores:Aryaputera A.W., Dazhi Yang, Walsh W.M.Fuentes:scopusShort term solar irradiance forecasting using a mixed wavelet neural network
ArticleAbstract: In modern smart grids and deregulated electricity markets, accurate forecasting of solar irradiancePalabras claves:Neural networks, solar irradiance, tropics, variability, waveletsAutores:Dazhi Yang, Reindl T., Sharma V., Walsh W.M.Fuentes:scopusSolar irradiance forecasting using spatial-temporal covariance structures and time-forward kriging
ArticleAbstract: Electricity power grid operations require information about demand and supply on a variety of timescPalabras claves:anisotropy, Full symmetry, Separability, Stationarity, Time-forward kriging, Variance-covariance structuresAutores:Chen N., Dazhi Yang, Dong Z., Gu C., Jirutitijaroen P., Walsh W.M.Fuentes:scopus