Lehrstuhl für Elektrische Energiesysteme

Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator (2026) Kim C, Conrad T, Karim R, Oelhaf J, Riebesel D, Maier A, Jäger J, Bayer S Conference contribution, Conference Contribution Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Unpublished / Preprint Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier A, Jäger J, Bayer S Conference contribution AI-Based Detection and Identification of Fault Direction of High Impedance Ground Faults in Resonant-Grounded Grids (2025) Conrad T, Bluhm JN, Gaube S, Kordowich G, Jäger J Conference contribution, Conference Contribution Impact of Training Dataset Size for ML Load Flow Surrogates (2025) Conrad T, Kim C, Jäger J, Maier A, Bayer S Conference contribution, Conference Contribution A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Journal article, Review article Auslegung und prinzipielles Design von Stromwandlern für Schutzzwecke (2025) Braisch D Other publication type, Vortrag A Graph Neural Network-Based Approach for Power System Protection (2025) Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution, Conference Contribution Evaluating Island Operation Performance in Distribution Grids (2025) Fathalla R, Riebesel D, Mehlmann G Conference contribution, Abstract of a poster Investigating Real-Time Harmonic Impedance Measurement for Interconnected DC Systems (2025) Richter J, Neumann F, Mehlmann G, Luther M Conference contribution, Conference Contribution