Prof. Dr. Johann Jäger

Professur für Elektrische Energieversorgung

Feature Selection for Fault Prediction in Distribution Systems (2026) Kordowich G, Oelhaf J, Bayer S, Maier A, Kereit M, Jäger J Journal article, Original article 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 Prädiktive Fehlerfrüherkennung in Mittelspannungsnetzen (2026) Kordowich G, Kereit M, Gaube S, Böhme K, Jäger J Conference contribution Distanzschutz und Inverter-Based-Rsources (2026) Löbel J, Jäger J Conference contribution PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier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 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