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scopus(5)
Analyzing 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:scopusEvaluation of transposition and decomposition models for converting global solar irradiance from tilted surface to horizontal in tropical regions
ArticleAbstract: Many simulations and performance evaluations of solar energy systems require information on local soPalabras claves:Decomposition models, Irradiance conversion from horizontal to tilt, Tilt to horizontal, Transposition modelsAutores:Dazhi Yang, Dong Z., Jirutitijaroen P., Khoo Y., Nobre A.M., Walsh W.M.Fuentes:scopusOperational photovoltaics power forecasting using seasonal time series ensemble
ArticleAbstract: The hypothesis, namely, ensemble forecasts improve forecast accuracy, is herein investigated. More sPalabras claves:Ensemble forecast, Forecast combination, NWP, TIME SERIESAutores:Dazhi Yang, Dong Z.Fuentes:scopusVery short term irradiance forecasting using the lasso
ArticleAbstract: We find an application of the lasso (least absolute shrinkage and selection operator) in sub-5-min sPalabras claves:Irradiance forecasting, Lasso, Monitoring network, Parameter shrinkageAutores:Dazhi Yang, Dong Z., Lim L.I., Ye Z.Fuentes:scopusSolar irradiance forecasting using spatio-temporal empirical kriging and vector autoregressive models with parameter shrinkage
ArticleAbstract: As renewable energy sources proliferate and start to represent significant contributors to grid elecPalabras claves:L-method, Parameter shrinkage, Space-time forecast, Threshold distanceAutores:Dazhi Yang, Dong Z., Jirutitijaroen P., Reindl T., Walsh W.M.Fuentes:scopus