Prof. Dr. Johann Jäger
Professur für Elektrische Energieversorgung
Professorinnen und Professoren
Adresse
Cauerstraße 491058 Erlangen
Kontakt
- E-Mail: johann.jaeger@fau.de
Veröffentlichungen:
- , , , , , , :
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), Art.Nr.: 111257
ISSN: 0142-0615
DOI: 10.1016/j.ijepes.2025.111257
URL: https://www.sciencedirect.com/science/article/pii/S0142061525008051 - , , , , :
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 - , , , , :
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 - , :
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 - , , , , , :
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 - , , :
Model-based power system protection – benefits and drawbacks
19th IET Conference on Developments in Power System Protection (DPSP Europe 2025) (Bilbao, 1. April 2025 – 3. April 2025)
In: The Institution of Engineering and Technology (Hrsg.): IET Conference Proceedings 2025
DOI: 10.1049/icp.2025.1063 - , , , , , , :
A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids
ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Hyderabad, 6. April 2025 – 11. April 2025)
In: ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2025
DOI: 10.1109/ICASSP49660.2025.10890544 - , :
An Accessible PyTorch Implementation of Automatic Differentiation for Power System Model Parameter Identification and Optimization
NEIS 2024; Conference on Sustainable Energy Supply and Energy Storage Systems (Hamburg, 16. September 2024 – 17. September 2024)
In: NEIS 2024 2025
DOI: 10.30420/566464032
URL: https://ieeexplore.ieee.org/document/10926572 - , , :
HiL Ground Fault Distance Protection Tests of Novel Zero Sequence Control VSC
2024 IEEE Power & Energy Society General Meeting (PESGM) (Seattle, WA, USA, 21. Juli 2024 – 25. Juli 2024)
DOI: 10.1109/PESGM51994.2024.10689074
URL: https://ieeexplore.ieee.org/document/10689074 - , , , , , :
Erfahrungen beim Einsatz von Neuronalen Netzen für die Erkennung von Erdfehlern im Netzbetrieb
VDE ETG-/FNN-Tutorial Schutz- und Leittechnik (Leipzig, 5. März 2024 – 6. März 2024)