Blar i Brage NMBU på forfatter "Trebbien, Julius"
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Multivariate scenario generation of day-ahead electricity prices using normalizing flows
Hilger, Hannes; Witthaut, Dirk; Dahmen, Manuel; Gorjão, Leonardo Rydin; Trebbien, Julius; Cramer, Eike (Peer reviewed; Journal article, 2024)Trading on the day-ahead electricity markets requires accurate information about the realization of electricity prices and the uncertainty attached to the predictions. Deriving accurate forecasting models presents a difficult ... -
Understanding electricity prices beyond the merit order principle using explainable AI
Trebbien, Julius; Rydin Gorjão, Leonardo; Praktiknjo, Aaron; Schäfer, Benjamin; Witthaut, Dirk (Journal article, 2023)Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in time. In perfect competition, the merit ... -
Understanding electricity prices beyond the merit order principle using explainable AI
Trebbien, Julius; Gorjão, Leonardo Rydin; Praktiknjo, Aaron; Schäfer, Benjamin; Witthaut, Dirk (Journal article, 2023)Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in time. In perfect competition, the merit ...