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Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015(3)
Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016(2)
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scopus(21)
Big 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 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:scopusHourly solar irradiance time series forecasting using cloud cover index
ArticleAbstract: We apply time series analysis to forecast next hour solar irradiance including cloud cover effects.Palabras claves:ARIMA, Cloud cover, regression, TIME SERIESAutores:Dazhi Yang, Jirutitijaroen P., Walsh W.M.Fuentes:scopusForecast UPC-level FMCG demand, Part I: Exploratory analysis and visualization
Conference ObjectAbstract: We are interested in forecasting a large collection of FMCG demand time series. As the demand of FMCPalabras claves:FMCG, forecasting, hierarchical reconciliation, VisualizationAutores:Akcan O., Dazhi Yang, Goh G.S.W., Xu C., Zhang A.N.Fuentes:scopusForecast UPC-level FMCG demand, Part II: Hierarchical reconciliation
Conference ObjectAbstract: In a big data enabled environment, manufacturers and distributors may have access to previously unobPalabras claves:FMCG, forecasting, hierarchical reconciliation, VisualizationAutores:Akcan O., Dazhi Yang, Goh G.S.W., Jiang S., Zhang A.N.Fuentes:scopusImpact of information sharing and forecast combination on fast-moving-consumer-goods demand forecast accuracy
ArticleAbstract: This article empirically demonstrates the impacts of truthfully sharing forecast information and usiPalabras claves:Fast moving consumer goods, forecasting, hierarchical reconciliation, Information sharingAutores:Dazhi Yang, Zhang A.N.Fuentes:scopusKriging for NSRDB PSM version 3 satellite-derived solar irradiance
ArticleAbstract: The National Solar Radiation Database (NSRDB) has provided solar resource data for over 25 years. ItPalabras claves:KRIGING, Physical solar model, Satellite-derived irradiance, solar resourceAutores:Dazhi YangFuentes:scopusQuality Control for Solar Irradiance Data
Conference ObjectAbstract: With the advent of sensing technology, high-resolution data have become ubiquitous among various smaPalabras claves:BSRN, Quality control, solar irradianceAutores:Dazhi Yang, Quan H., Yagli G.M.Fuentes:scopus