Julian Oelhaf

Lehrstuhl für Informatik 5 (Mustererkennung)

Research associates

Address

Martensstraße 3
91058 Erlangen

Julian Oelhaf

  • Since 2024:
    PhD Student at the Pattern Recognition Lab, FAU Erlangen-Nürnberg
  • 2021 - 2024
    Master’s degree in Computer Science, FAU Erlangen-Nürnberg
  • 2017 - 2020
    Bachelor’s degree in Aerospace Computer Science, JMU Würzburg

Current Theses & Projects

Title Type Student Period Status
Known Operator Learning for Fault Localization in Electric Power Grids MA thesis Sagar Sikdar Feb 2026 – Aug 2026 running
Federated Learning for Local Fault Analysis in Power Systems MA thesis Lukas Bayer running
Deep Learning for Fault Localization in High-Voltage Power Grids MA thesis Muhammad Zain running
Parameter Efficient Finetuning of Universal Time Series Transformers for Energy Forecasting MA thesis Aliullah Aliullah Mar 2026 – Aug 2026 running
Conventional vs. Reinforcement Learning–Based Relays for Power System Protection Project Pushpak Mitra Jan 2026 – Jun 2026 running
Reproducible Reinforcement Learning on a Real-World Power Grid Control Problem Project Alexander Luce Mar 2026 – Jun 2026 running

Completed Theses & Projects

Title Type Student Period Status
Classification of the State of Electrical Contacts of Circuit Breakers with Explainable Artificial Intelligence BA thesis Thomas Zimmermann Dec 2025 – Apr 2026 finished
Evaluating Time-Frequency Representations for Intelligent Fault Analysis in Power System Protection Project Prodipto Haldar Oct 2025 – Mar 2026 finished
Multi-Task Learning for Integrated Fault Analysis in Power System Protection Project Rahul Bhagwandas Motwani Oct 2025 – Mar 2026 finished
Reinforcement Learning for Adaptive Protection in Power Grids MA thesis Omar Sehata Sep 2025 – Mar 2026 finished
Reinforcement Learning for Centralized Fault Coordination in Power Systems Project Jithin Baby May 2025 – Nov 2025 finished
Transformer-Based Forecasting Model for Fault Detection in Power System Protection Project Sagar Sikdar Apr 2025 – Oct 2025 finished
Advanced Machine Learning-Based High Demand Forecasting of Household Energy Consumption for Enhancing Grid Operations MA thesis Souhardya Chattopadhyay Aug 2025 – Feb 2026 finished
Deep Learning-Based Fault Detection and Classification in Power System Protection: A Comparative Study MA thesis Tamoghna Ghosh Mar 2025 – Sep 2025 finished
Wind Power Forecasting through Probabilistic Machine Learning Models MA thesis Mohammad Hasan Khan Nov 2024 – May 2025 finished