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Georg Kordowich

Observed name: Kordowich, Georg
ORCID: 0000-0003-2225-7926
Observed ORCID: 0000-0003-2225-7926
OpenAlex ID: A5087634173
A scoping review of machine learning applications in power system protection and disturbance management
2025 · Julian Oelhaf, Georg Kordowich, et al. · International Journal of Electrical Power & Energy Systems · 29
A hybrid Protection Scheme based on Deep Reinforcement Learning
2022 · Georg Kordowich, Michael Jaworski, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 4
A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids
2025 · Julian Oelhaf, Georg Kordowich, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2
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Robustness evaluation of machine learning models for fault classification and localization in power system protection
2026 · Julian Oelhaf, Mehran Pashaei, et al. · IET conference proceedings. · 1
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Model-based power system protection – benefits and drawbacks
2025 · Gregor Becker, Georg Kordowich, et al. · IET conference proceedings. · 1
EvEMTBench: An Open Benchmark for Machine Learning in Power System Protection
2026 · Oelhaf, Julian, Kordowich, Georg, et al. · arXiv (Cornell University)
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Deep learning architectures for fault analysis in power system protection: A reproducible evaluation on public waveform data
2026 · Julian Oelhaf, Georg Kordowich, et al. · Electric Power Systems Research
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A simulation based dataset of faults and events for machine learning in power systems
2026 · Kordowich, Georg, Loebel, Jonathan, et al. · arXiv (Cornell University)
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A standardized framework for machine learning in power system protection
2026 · Julian Oelhaf, Georg Kordowich, et al. · International Journal of Electrical Power & Energy Systems
PROTECT-90: A Fault Dataset for Power System Protection
2026 · Kordowich, Georg, Oelhaf, Julian, et al. · Zenodo (CERN European Organization for Nuclear Research)
Feature selection for fault prediction in distribution systems
2026 · Georg Kordowich, Julian Oelhaf, et al. · Electric Power Systems Research
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PROTECT-90: A Fault Dataset for Power System Protection
2026 · Oelhaf, Julian, Kordowich, Georg, et al. · arXiv (Cornell University)
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Fault Inception Detection in Real-World Disturbance Data for Power System Protection
2026 · Oelhaf, Julian, Pashaei, Mehran, et al. · arXiv (Cornell University)
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PROTECT-90: A Fault Dataset for Power System Protection
2026 · Kordowich, Georg, Oelhaf, Julian, et al. · Zenodo (CERN European Organization for Nuclear Research)
Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection
2025 · Oelhaf, Julian, Kordowich, Georg, et al. · arXiv (Cornell University)
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Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection
2025 · Julian Oelhaf, Georg Kordowich, et al. · European Signal Processing Conference (EUSIPCO)
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A Graph Neural Network-Based Approach for Power System Protection
2025 · Georg Kordowich, Julian Oelhaf, et al.
Verification of neural network based power system protection schemes
2025 · Christoph Mederer, Georg Kordowich, et al. · IET conference proceedings.
A Physics Informed Machine Learning Method for Power System Model Parameter Optimization
2023 · Kordowich, Georg, Jaeger, Johann · arXiv (Cornell University)
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Works count: 22
Citation count: 37
H-index: 2
I10-index: 1
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