Matthias Hertel

1. 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
2. Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators
   2024/09/29 by Manuel Treutlein, Treutlein, Manuel, Marc Schmidt +10 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Power Line Communications and Noise #Power Systems and Technologies #Systems and Control (eess.SY) #electronic engineering #information engineering
3. 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