Prof. Dr. Johann Jäger

Professur für Elektrische Energieversorgung

Professorinnen und Professoren

Adresse

Cauerstraße 4 91058 Erlangen

Kontakt

E-Mail: johann.jaeger@fau.de

Veröffentlichungen:

Kim C., Conrad T., Karim R., Oelhaf J., Riebesel D., Maier A., Jäger J., Bayer S.:
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator
In: 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain: 2026
URL: https://arxiv.org/abs/2509.22458
Kordowich G., Oelhaf J., Bayer S., Maier A., Kereit M., Jäger J.:
Feature Selection for Fault Prediction in Distribution Systems
(2026)
DOI: 10.48550/arXiv.2603.25274
Oelhaf J., Kordowich G., Kim C., Perez Toro PA., Maier A., Jäger J., Bayer S.:
Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection
33rd European Signal Processing Conference (EUSIPCO 2025) (Palermo, 8. September 2025 - 12. September 2025)
In: 2025 33rd European Signal Processing Conference (EUSIPCO) 2025
URL: https://ieeexplore.ieee.org/document/11226584
Conrad T., Kim C., Jäger J., Maier A., Bayer S.:
Impact of Training Dataset Size for ML Load Flow Surrogates
Oberlausitzer Energiesymposium 2025 & Zittauer Energieseminar (Zittau, 25. November 2025 - 26. November 2025)
DOI: 10.48550/arXiv.2509.22458
Conrad T., Bluhm JN., Gaube S., Kordowich G., Jäger J.:
AI-Based Detection and Identification of Fault Direction of High Impedance Ground Faults in Resonant-Grounded Grids
STE 2025 - Sternpunktbehandlung in Netzen bis 110 kV (D-A-CH) (Esslingen, 4. November 2025 - 6. November 2025)
Oelhaf J., Kordowich G., Pashaei M., Bergler C., Maier A., Jäger J., Bayer S.:
A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
In: International Journal of Electrical Power & Energy Systems Volume 172 (2025), Article No.: 111257
ISSN: 0142-0615
DOI: 10.1016/j.ijepes.2025.111257
URL: https://www.sciencedirect.com/science/article/pii/S0142061525008051
Kordowich G., Oelhaf J., Maier A., Bayer S., Jäger J.:
A Graph Neural Network-Based Approach for Power System Protection
IEEE Kiel PowerTech (Kiel, 29. Juni 2025 - 3. Juli 2025)
In: PowerTech 2025, Kiel: 2025
DOI: 10.1109/PowerTech59965.2025.11180650
URL: https://ieeexplore.ieee.org/document/11180650
Oelhaf J., Kordowich G., Maier A., Jäger J., Bayer S.:
Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals
Fault and Disturbance Analysis Conference (Atlanta, GA, 5. Mai 2025 - 6. Mai 2025)
In: Fault and Disturbance Analysis Conference 2025 2025
DOI: 10.48550/arXiv.2505.17763
Löbel J., Jäger J.:
Analytical Investigation of Influence of Grid Following IBR Control on Distance Protection
19th IET Conference on Developments in Power System Protection (DPSP Europe 2025) (Bilbao, 1. April 2025 - 3. April 2025)
DOI: 10.1049/icp.2025.1061
URL: https://ieeexplore.ieee.org/document/10979768
Mederer C., Kordowich G., Oelhaf J., Maier A., Bayer S., Jäger J.:
Verification of neural network based power system protection schemes
19th IET Conference on Developments in Power System Protection (DPSP Europe 2025) (Bilbao, 1. April 2025 - 3. April 2025)
DOI: 10.1049/icp.2025.1062

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