20 citations · 36 across the 4 of their papers we have counts for
4 papers
Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids
Omer Sen, Bozhidar Ivanov, Christian Kloos +4
The power grid is a critical infrastructure essential for public safety and welfare. As its reliance on digital technologies grows, so do its vulnerabilities to sophisticated cyber…
An AI-based, Error-bounded Compression Scheme for High-frequency Power Quality Disturbance Data
Markus Stroot, Stefan Seiler, Philipp Lutat +1
The implementation of modern monitoring systems for power quality disturbances have the potential to generate substantial amounts of data, reaching a point where transmission and s…
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability
Hinrikus Wolf, Luis Böttcher, Sarra Bouchkati +9
In the course of the energy transition, the expansion of generation and consumption will change, and many of these technologies, such as PV systems, electric cars and heat pumps, w…
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints
Luis Böttcher, Hinrikus Wolf, Bastian Jung +5
In this paper, we propose a graph neural network architecture to solve the AC power flow problem under realistic constraints. To ensure a safe and resilient operation of distributi…