All Stories

  1. Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting

    Article • November 2025, ACM (Association for Computing Machinery)

    Sebastian Pütz, Benjamin Schäfer

  2. Multi-Objective Reinforcement Learning with Shielding for Control and Safety in Power Grids

    Article • ACM SIGEnergy Energy Informatics Review, September 2025, ACM (Association for Computing Machinery)

    Benjamin Schäfer

  3. Analyzing deterministic and stochastic influences on the power grid frequency dynamics with explainable artificial intelligence

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, March 2025, American Institute of Physics

    Xinyi Wen, Benjamin Schäfer

  4. Analysing and Predicting Extreme Frequency Deviations: A Case Study in the Balearic Power Grid

    Article • ACM SIGEnergy Energy Informatics Review, October 2024, ACM (Association for Computing Machinery)

    Zakariea Sharfeddine, Sebastian Pütz, Benjamin Schäfer

  5. Feasibility of Forecasting Highly Resolved Power Grid Frequency Utilizing Temporal Fusion Transformers

    Article • May 2024, ACM (Association for Computing Machinery)

    Sebastian Pütz, Benjamin Schäfer

  6. Identifying Complex Dynamics of Power Grid Frequency

    Article • May 2024, ACM (Association for Computing Machinery)

    Xinyi Wen, Benjamin Schäfer

  7. Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence

    Article • June 2023, ACM (Association for Computing Machinery)

    Sebastian Pütz, Benjamin Schäfer