Lehrstuhl für Elektrische Energiesysteme

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Localization in Power System Protection (2026) Oelhaf J, Pashaei M, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier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 The Kopernikus ENSURE Co-Demonstration Platform for Real-Time Systemic Studies (2025) Richter J Conference contribution, Conference Contribution