37 citations
2 papers
physics.soc-ph2021★ 2 cited
Resilience basins of complex systems: an application to prosumer impacts on power grids
Samuel Bien, Paul Schultz, Jobst Heitzig +1
Comparable to the traditional notion of stability in system dynamics, resilience is typically measured in a way that assesses the quality of a system's response, for example the sp…
physics.soc-ph2021★ 37 cited
Predicting Basin Stability of Power Grids using Graph Neural Networks
Christian Nauck, Michael Lindner, Konstantin Schürholt +5
The prediction of dynamical stability of power grids becomes more important and challenging with increasing shares of renewable energy sources due to their decentralized structure,…