Documentos de Reindl T. | REDI

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Año de Publicación: "2015"

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Aprendizaje automático(1)

Energía renovable(1)

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Hourly solar irradiance forecasting(1)

Particle Swarm Optimization(1)

Self-Organizing Maps(1)

Support Vector Regression(1)

A novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance

Abstract: We forecast hourly solar irradiance time series using a novel hybrid model based on SOM (self-organi

Palabras claves:

Hourly solar irradiance forecasting, Particle Swarm Optimization, Self-Organizing Maps, Support Vector Regression

Dazhi Yang, Dong Z., Reindl T., Walsh W.M.