22 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 22 cited
A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
Julian Oelhaf, Georg Kordowich, Mehran Pashaei +4
The integration of renewable and distributed energy resources reshapes modern power systems, challenging conventional protection schemes. This scoping review synthesizes recent lit…
eess.SY2023
A Physics Informed Machine Learning Method for Power System Model Parameter Optimization
Georg Kordowich, Johann Jaeger
This paper proposes a gradient descent based optimization method that relies on automatic differentiation for the computation of gradients. The method uses tools and techniques ori…