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International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018(2)
Renewable and Sustainable Energy Reviews(2)
Solar Energy(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)
AIP Advances(1)
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Geología, hidrología, meteorología(3)
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scopus(9)
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:scopusNovel forecast-based dispatch strategy optimization for PV hybrid systems in real time
ArticleAbstract: This paper proposes a new method to optimize the scheduling of off-grid systems composed of solar paPalabras claves:forecasting, PV-battery-diesel hybrid systems, Real-Time Simulator, Scheduling optimizationAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Manuel S. Alvarez-Alvarado, Reindl T., Sanjib Kumar Panda, Srinivasan D., Vinayagam L., Yagli G.M.Fuentes:scopusOn pbkp_redictability of solar irradiance
ArticleAbstract: Fair forecast comparisons are exceedingly rare in the literature of solar forecasting. Since many puPalabras claves:Autores:Bright J.M., Dazhi Yang, Wang P., Yagli G.M., Yang X.Fuentes:scopusOperational solar forecasting for grid integration: Standards, challenges, and outlook
ReviewAbstract: The interactions between solar forecasting strategies and grid codes have a profound impact on gridPalabras claves:China grid-integration policy, Forecast downscaling, grid integration, Hierarchical forecasting, pbkp_redictabilityAutores:Dazhi Yang, Li W., Srinivasan D., Yagli G.M.Fuentes:scopusUsing Combinational Methods for Forecast Improvement in PV Power Plants
Conference ObjectAbstract: Power generation based on photovoltaic systems are one of the crucial energy resources of the futurePalabras claves:Autores:Dazhi Yang, Monika , Srinivasan D., Yagli G.M.Fuentes: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:scopusReconciling solar forecasts: Probabilistic forecasting with homoscedastic Gaussian errors on a geographical hierarchy
ArticleAbstract: Hierarchical forecasting and reconciliation are new to the field of solar engineering. Previous papePalabras claves:Machine learning, Numerical weather pbkp_rediction, probabilistic forecasting, Reconciliation, Satellite-derived irradiance, solar forecastingAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopusSolar Forecast Reconciliation and Effects of Improved Base Forecasts
Conference ObjectAbstract: Forecasting of solar PV generation plays an important role in power system operations. Forecasts arePalabras claves:Hierarchical forecasting, Model output statistics, Numerical weather pbkp_rediction, Reconciliation, solar forecastingAutores:Dazhi Yang, Monika , Srinivasan D., Yagli G.M.Fuentes:scopusSub-minute probabilistic solar forecasting for real-time stochastic simulations
ArticleAbstract: Simulation needs to reflect reality, otherwise, it yields misleading results that are potentially haPalabras claves:Analog ensemble, Lasso, probabilistic forecasting, solar forecasting, Stochastic simulationsAutores:Dazhi Yang, Srinivasan D., Yagli G.M.Fuentes:scopus