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Ensemble solar forecasting and post-processing using dropout neural network and information from neighboring satellite pixels
ArticleAbstract: Ensemble weather forecasts are often found to be under-dispersed and biased. Post-processing using sPalabras claves:Dropout neural network, Ensemble solar forecasting, Machine learning, Monte Carlo sampling, Post-processing, Satellite-derived irradianceAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopusEnsemble solar forecasting using data-driven models with probabilistic post-processing through GAMLSS
ArticleAbstract: Forecast performance of data-driven models depends on the local weather and climate regime, which maPalabras claves:Ensemble forecasting, Forecast combination, Machine learning, Post-processing, probabilistic forecasting, TIME SERIESAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopusOn post-processing day-ahead NWP forecasts using Kalman filtering
ArticleAbstract: Kalman filtering is an important concept in engineering and statistics. In the field of solar forecaPalabras claves:Kalman filter, NWP, Post-processing, solar forecastingAutores:Dazhi YangFuentes:scopusVerifying operational intra-day solar forecasts from ECMWF and NOAA
ArticleAbstract: Global horizontal irradiance (GHI) forecasting at intra-day horizons of up to 12-h ahead is vital toPalabras claves:Forecast verification, Numerical weather pbkp_rediction, Post-processing, solar forecastingAutores:Bright J.M., Dazhi Yang, Lyu C., Notton G., Voyant C., Wang W., Zhang G.Fuentes:scopusPost-processing in solar forecasting: Ten overarching thinking tools
ReviewAbstract: Forecasts are always wrong, otherwise, they are merely deterministic calculations. Besides leveraginPalabras claves:Post-processing, probabilistic forecasting, Review, solar forecastingAutores:Dazhi Yang, van der Meer D.Fuentes:scopusSolar forecasting with hourly updated numerical weather pbkp_rediction
ArticleAbstract: Solar forecasters have hitherto been restricting the application of numerical weather pbkp_redictionPalabras claves:Hourly solar forecasting, Kalman filtering, Numerical weather pbkp_rediction, Post-processingAutores:Androulakis E., Dazhi Yang, Galanis G., Zhang G.Fuentes:scopus