Professur für Elektrische Energieversorgung

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 Automated protection parameterization with remote terminal units in a laboratory environment (2025) Mederer C Conference contribution, Abstract of lecture Künstliche Intelligenz in der Netzleittechnik (2025) Stiasny J, Mirz M, Vogt M, Kummerow A, Dauer M, Meyer J, Hoppe-Oehl H, et al. Other publication type, VDE Studie Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals (2025) Oelhaf J, Kordowich G, Maier A, Jäger J, Bayer S Conference contribution, Conference Contribution Analytical Investigation of Influence of Grid Following IBR Control on Distance Protection (2025) Löbel J, Jäger J Conference contribution, Conference Contribution Verification of Neural Network Based Power System Protection Schemes (2025) Mederer C, Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution Model-based power system protection – benefits and drawbacks (2025) Becker G, Kordowich G, Jäger J Conference contribution, Conference Contribution A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids (2025) Oelhaf J, Kordowich G, Perez Toro PA, Arias Vergara T, Maier A, Jäger J, Bayer S Conference contribution, Original article