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eess.SY2023★ 1 cited
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
Maurizio Titz, Sebastian Pütz, Dirk Witthaut
The transition to a sustainable energy supply challenges the operation of electric power systems in manifold ways. Transmission grid loads increase as wind and solar power are ofte…
eess.SY2022★ 1 cited
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning
Maurizio Titz, Franz Kaiser, Johannes Kruse +1
A reliable supply with electric power is vital for our society. Transmission line failures are among the biggest threats for power grid stability as they may lead to a splitting of…