Julian Oelhaf

Lehrstuhl für Informatik 5 (Mustererkennung) Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

Deep Learning Architectures for Fault Analysis in Power System Protection: A Reproducible Evaluation on Public Waveform Data (2027) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Journal article, Original article 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 A Standardized Framework for Machine Learning in Power System Protection (2026) Oelhaf J, Kordowich G, Perez Toro PA, Bergler C, Jäger J, Maier A, Bayer S Journal 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, Arias Vergara T, Maier A, et al. Conference contribution, 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A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Fault Inception Detection in Real-World Disturbance Data for Power System Protection (2026) Oelhaf J, Pashaei M, Perez Toro PA, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection (2026) Oelhaf J, Kordowich G, Kim C, Andrea Perez-Toro P, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier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 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