Benjamin Schäfer

1. Understanding electricity prices beyond the merit order principle using explainable AI
   2022/12/09 by Julius Trebbien, Leonardo Rydin Gorjão, Trebbien, Julius +7 · 3 citations
   Energy · Engineering · #Electric Power System Optimization #Energy Efficiency and Management #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Transformer Training Strategies for Forecasting Multiple Load Time Series
   2023/06/19 by Matthias Hertel, Maximilian Beichter, Hertel, Matthias +11 · 2 citations
   Engineering · Computer Science · #Energy Load and Power Forecasting #Image and Signal Denoising Methods #Neural Networks and Applications
3. Non-standard power grid frequency statistics in Asia, Australia, and Europe
   2023/08/31 by Xinyi Wen, Mehrnaz Anvari, Wen, Xinyi +9 · 1 citation
   Energy · Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Electrical engineering #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Power Systems and Renewable Energy #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Predicting the power grid frequency of European islands
   2022/09/27 by Thorbjørn Lund Onsaker, Onsaker, Thorbjørn Lund, Heidi S. Nygård +17 · 1 citation
   Engineering · #Applications (stat.AP) #Data Analysis #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Integrated Energy Systems Optimization #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. A Benchmark for Electrical Load Forecasting Across Grid Levels: Time-Series Transformers Outperform Established Methods
   2026/07/17 by Matthias Hertel, Sebastian Pütz, Jonathan Kolar +3
   #cs.LG
6. High-fidelity inference of power grid frequency distributions
   2026/07/30 by Alessandro Lonardi, Benjamin Schäfer, Christian Beck
   Physics and Astronomy · #physics.soc-ph