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
Oelhaf J., Pashaei M., Kordowich G., Bergler C., Maier A., Jäger J., Bayer S.:
Robustness Evaluation of Machine Learning Models for Fault Classification and Localization in Power System Protection (Beitrag bei einer Tagung, accepted)
20th International Conference on Developments in Power System Protection (DPSP 2026) (London, UK, 2. März 2026 - 6. März 2026)
DOI: 10.48550/arXiv.2512.15385
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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