2 papers
cs.LG2023
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs
Julius Trebbien, Sebastian Pütz, Benjamin Schäfer +3
Accurate forecasts of electricity prices are crucial for the management of electric power systems and the development of smart applications. European electricity prices have risen…
stat.AP2022
Predicting the power grid frequency of European islands
Thorbjørn Lund Onsaker, Heidi S. Nygård, Damià Gomila +7
Modelling, forecasting and overall understanding of the dynamics of the power grid and its frequency are essential for the safe operation of existing and future power grids. Much p…