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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:scopusSatellite image analysis and a hybrid ESSS/ANN model to forecast solar irradiance in the tropics
ArticleAbstract: We forecast hourly solar irradiance time series using satellite image analysis and a hybrid exponentPalabras claves:Exponential smoothing state space model, Hourly solar irradiance forecasting, multi-layer perceptron, Satellite image analysis, Self-Organizing MapsAutores:Dazhi Yang, Dong Z., Reindl T., 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:scopusSpatial load forecasting with communication failure using time-forward kriging
ArticleAbstract: Short-term and very short-term load forecasting are essential for power grid management operations sPalabras claves:Communication failure, spatial load forecast, time forward krigingAutores:Chaojun G., Dazhi Yang, Jirutitijaroen P., Reindl T., Walsh W.M.Fuentes:scopus