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A historical weather forecast dataset from the European Centre for Medium-Range Weather Forecasts (ECMWF) for energy forecasting
ArticleAbstract: Weather is often found to be a key driving factor for power generation and energy consumption. To caPalabras claves:ECMWF HRES, Gridded data, Numerical weather pbkp_rediction, Open Source, solar forecastingAutores:Dazhi Yang, Hong T., Wang W.Fuentes:scopusA universal benchmarking method for probabilistic solar irradiance forecasting
ArticleAbstract: Probabilistic solar irradiance forecasting is often benchmarked using the clear-sky persistence ensePalabras claves:Operational forecasting, Persistence ensemble, Probabilistic solar forecasting, SURFRAD, Universal benchmarkAutores:Dazhi YangFuentes:scopusComment: Operational aspects of solar forecasting
ArticleAbstract:Palabras claves:Autores:Dazhi YangFuentes:scopusBidirectional irradiance transposition based on the Perez model
ArticleAbstract: The Perez irradiance model offers a practical representation of solar irradiance by considering thePalabras claves:Inverse transposition, Perez model, Reference cells, Tropical regionsAutores:Dazhi Yang, Du H., Lim L.I., Nobre A.M., Reindl T., Walsh W.M., Ye Z.Fuentes:scopusAn archived dataset from the ECMWF Ensemble Prediction System for probabilistic solar power forecasting
OtherAbstract: Ensemble numerical weather prediction (NWP) is the backbone of the state-of-the-art solar forecastinPalabras claves:ECMWF EPS, Forecast post-processing, Model chain, Publicly avaialable dataset, solar forecastingAutores:Dazhi Yang, Hong T., Kleissl J., Wang W.Fuentes:scopusAn ultra-fast way of searching weather analogs for renewable energy forecasting
ArticleAbstract: Analogs—weather patterns that highly resemble each other—have been widely adopted by the meteorologyPalabras claves:Analog, ensemble, forecasting, Similarity SearchAutores:Alessandrini S., Dazhi YangFuentes:scopusAnalyzing big time series data in solar engineering using features and PCA
ArticleAbstract: In solar engineering, we encounter big time series data such as the satellite-derived irradiance datPalabras claves:characterization, Principal Component Analysis, solar irradiance, Time series featuresAutores:Dazhi Yang, Dong Z., Lim L.I., Liu L.Fuentes:scopusEditorial: Submission of Data Article is now open
OtherAbstract:Palabras claves:Autores:Dazhi Yang, Gueymard C.A., Kleissl J.Fuentes:scopusEffects of spatial scale of atmospheric reanalysis data on clear-sky surface radiation modeling in tropical climates: A case study for Singapore
ArticleAbstract: Solar resource assessments most generally require atmospheric information, which is customarily acquPalabras claves:Aerosol optical depth, Clear-sky radiation model, Inter-comparison, MERRA-2, Spatial scale mismatch, Water vaporAutores:Bright J.M., Dazhi Yang, Gueymard C.A., Sun X., Wang P.Fuentes:scopusHistory and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining
ArticleAbstract: Text mining is an emerging topic that advances the review of academic literature. This paper presentPalabras claves:Photovoltaics, Review, solar forecasting, TEXT MININGAutores:Coimbra C.F.M., Dazhi Yang, Gueymard C.A., Kleissl J., Pedro H.T.C.Fuentes:scopus