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Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015(2)
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC(1)
2022 4th International Conference on Smart Power and Internet Energy Systems, SPIES 2022(1)
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scopus(21)
A Global Database for Quantifying Predictability of Solar Irradiance
Conference ObjectAbstract: Solar forecast is an essential subject in many engineering and geophysical fields. It is well knownPalabras claves:Database, Skill Score, solar forecastingAutores:Dazhi Yang, Wang P., Yang X.Fuentes:scopusA Survey of Computational Intelligence Techniques for Wind Power Uncertainty Quantification in Smart Grids
ReviewAbstract: The high penetration level of renewable energy is thought to be one of the basic characteristics ofPalabras claves:computational intelligence, Decision-making, Neural Network (NN), pbkp_rediction interval (PI), uncertainty quantification, Wind powerAutores:Dazhi Yang, Khosravi A., Quan H., Srinivasan D.Fuentes:scopusAutomatic hourly solar forecasting using machine learning models
ArticleAbstract: Owing to its recent advance, machine learning has spawned a large collection of solar forecasting woPalabras claves:Automatic machine learning, Solar forecasting, R caret packageAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopusBig data analytics for empowering milk yield prediction in dairy supply chains
Conference ObjectAbstract: Accurate prediction of daily milk production is a crucial aspect of the dairy industry. During the pPalabras claves:Big Data Analytics, Milk Yield Pbkp_rediction, What-if AanalysisAutores:Akcan O., Chen X., Dazhi Yang, Lim J., Yan W.J.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:scopusDeep learning solution for intra-day solar irradiance fore casting in tropical high variability regions
Conference ObjectAbstract: Located on the Equator, Singapore has one of the most challenging climate for solar irradiance forecPalabras claves:Autores:Dazhi Yang, Dong Z., Yan J., Yu C.Fuentes:scopusGraph-based analysis of resource dependencies in project networks
Conference ObjectAbstract: It is a challenge to visualize high dimensional data such as project data to yield new and interestiPalabras claves:graph layout algorithm, graph visualization, Information Visualization, PERT, project managementAutores:Choi B.G., Dazhi Yang, Ertek G., Xu C., Yong O.B.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:scopusReconciling solar forecasts: Probabilistic forecast reconciliation in a nonparametric framework
ArticleAbstract: No forecast is complete without understanding it probabilistically. Previously in “Reconciling solarPalabras claves:Forecast reconciliation, Hierarchical forecasting, Numerical weather pbkp_rediction, Probabilistic reconciliation, Spatio-temporal forecastingAutores:Dazhi YangFuentes:scopusProbabilistic photovoltaic power forecasting using a calibrated ensemble of model chains
ArticleAbstract: Physical model chain is a step-by-step modeling framework for the conversion of irradiance to photovPalabras claves:Irradiance-to-power conversion, Photovoltaic power, Physical model chains, Probabilistic solar forecasting, Quantile regressionAutores:Dazhi Yang, Mayer M.J.Fuentes:scopus