Search Results for author: Maurizio Titz

Found 2 papers, 0 papers with code

Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI

no code implementations24 Jul 2023 Maurizio Titz, Sebastian Pütz, Dirk Witthaut

The transition to a sustainable energy supply challenges the operation of electric power systems in manifold ways.

Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning

no code implementations17 Oct 2022 Maurizio Titz, Franz Kaiser, Johannes Kruse, Dirk Witthaut

In this article we propose a combination of network science metrics and machine learning models to predict the risk of desynchronisation events.

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