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Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs
Accurate forecasts of electricity prices are crucial for the management of electric power systems and the development of smart applications.
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
The transition to a sustainable energy supply challenges the operation of electric power systems in manifold ways.
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI
Here, we investigate the interaction of power imbalances - represented through the power grid frequency - and power flows on HVDC links between synchronous areas in Europe.
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