Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods
Dennis Knol, Fons de Leeuw, Jan Fokke Meirink, Valeria V. Krzhizhanovskaya
Topics & Concepts
NowcastingComputer scienceWeather Research and Forecasting ModelNumerical weather predictionSolar irradianceMetric (unit)Weather forecastingExtrapolationCloud computingConvolutional neural networkMeteorologyArtificial intelligenceGeographyMathematicsStatisticsEconomicsOperations managementOperating systemSolar Radiation and PhotovoltaicsAtmospheric aerosols and cloudsMeteorological Phenomena and Simulations