141 citations
- Delft University of TechnologyNL6 papers
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Showing 2025Show all
3 papers · 1 filter
physics.soc-ph2025
Where do Germany's electricity imports come from?
Mirko Schäfer, Tiernan Buckley, Frank Boerman +1
In 2023, Germany's electricity trade balance shifted from net exports to net imports for the first time since 2002, resulting in an increasing discussion of these imports in the pu…
cs.LG2025★ 3 cited
Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach
Mohamed Hassouna, Clara Holzhüter, Malte Lehna +4
The rising proportion of renewable energy in the electricity mix introduces significant operational challenges for power grid operators. Effective power grid management demands ada…
cs.MA2025★ 3 cited
Centrally Coordinated Multi-Agent Reinforcement Learning for Power Grid Topology Control
Barbera de Mol, Davide Barbieri, Jan Viebahn +1
Power grid operation is becoming more complex due to the increase in generation of renewable energy. The recent series of Learning To Run a Power Network (L2RPN) competitions have…