Johann Jaeger

According to our database, Johann Jaeger authored at least 20 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Feature Selection for Fault Prediction in Distribution Systems.

Georg Kordowich, Julian Oelhaf, Siming Bayer, Andreas K. Maier, Matthias Kereit, Johann Jaeger

CoRR, March, 2026

Impact of Training Dataset Size for ML Load Flow Surrogates.

Timon Conrad, Changhun Kim, Johann Jäger, Andreas K. Maier, Siming Bayer

CoRR, February, 2026

Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction.

Redwanul Karim, Changhun Kim, Timon Conrad, Nora Gourmelon, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer

CoRR, February, 2026

2025

Robustness Evaluation of Machine Learning Models for Fault Classification and Localization In Power System Protection.

Julian Oelhaf, Mehran Pashaei, Georg Kordowich, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer

CoRR, December, 2025

Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection.

Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer

CoRR, October, 2025

Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator.

Changhun Kim, Timon Conrad, Redwanul Karim, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer

CoRR, September, 2025

A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management.

Julian Oelhaf, Georg Kordowich, Mehran Pashaei, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer

CoRR, September, 2025

Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals.

Julian O. Matschinske, Georg Kordowich, Andreas K. Maier, Johann Jaeger, Siming Bayer

CoRR, May, 2025

A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids.

Julian Oelhaf, Georg Kordowich, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection.

Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas K. Maier, Johann Jäger, Siming Bayer

Proceedings of the 33rd European Signal Processing Conference, 2025

2023

A Physics Informed Machine Learning Method for Power System Model Parameter Optimization.

Georg Kordowich, Johann Jaeger

CoRR, 2023

2022

Protection Security Assessment with Guiding Optimization Criteria based on Stability Indices.

Georg Janick Meyer, Johann Jaeger

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

A hybrid Protection Scheme based on Deep Reinforcement Learning.

Georg Kordowich, Michael Jaworski, Tobias Lorz, Christian Scheibe, Johann Jaeger

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

2018

Voltage-Free Distance Protection Method for Closed Loop Structures.

Martin Biller, Johann Jaeger

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

2017

Hardware lab tests on dynamic frequency support by converters applying different inertia constants.

Stefan Henninger, Ludwig Doering, Johann Jaeger

Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017

2016

EPSODE algorithm for system-wide protection coordination.

Maximilian Dauer, Georg Janick Meyer, Johann Jaeger, Thomas Bopp, Rainer Krebs

Proceedings of the Power Systems Computation Conference, 2016

2013

Smart grid study on protection security issues.

Jochen Fuchs, Johann Jaeger

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Protection security assessment - System evaluation based on fuzzification of protection settings.

Maximilian Dauer, Johann Jaeger, Thomas Bopp, Rainer Krebs

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Integrated analysis of network and protection system in future grids.

Jochen Fuchs, Johann Jaeger

Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013

2011

Protection security assessment using automated analysis.

Johann Jaeger, Thomas Bopp

Proceedings of the 2nd IEEE PES International Conference and Exhibition on "Innovative Smart Grid Technologies", 2011