115 citations · 398 across the 14 of their papers we have counts for
15 papers
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…
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,…
Probabilistic Stability Assessment for Active Distribution Grids
Sebastian Liemann, Lia Strenge, Paul Schultz +4
This paper demonstrates the concept of probabilistic stability assessment on large-signal stability in the use case of short circuits in an active distribution grid. Here, the conc…
A normal form for grid forming power grid actors
Raphael Kogler, Anton Plietzsch, Paul Schultz +1
Future power grids will be operating a large number of heterogeneous dynamical actors. Many of these will contribute to the fundamental dynamical stability of the system. By taking…
A multilayer, multi-timescale model approach for economic and frequency control in power grids
Lia Strenge, Paul Schultz, Jürgen Kurths +2
Power systems are subject to fundamental changes due to the increasing infeed of decentralised renewable energy sources and storage. The decentralised nature of the new actors in t…
Iterative learning control in prosumer-based microgrids with hierarchical control
Lia Strenge, Xiaohan Jing, Ruth Boersma +5
Power systems are subject to fundamental changes due to the increasing infeed of renewable energy sources. Taking the accompanying decentralization of power generation into account…