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 Robustness evaluation of machine learning models for fault classification and localization in power system protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Journal 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A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Reducing hardware requirements for AI-based high-impedance ground fault detection (2026) Conrad T, Bluhm JN, Gaube S, Jäger J Journal article, Online publication 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