1 code implementation • 6 May 2024 • Arvid Weyrauch, Thomas Steens, Oskar Taubert, Benedikt Hanke, Aslan Eqbal, Ewa Götz, Achim Streit, Markus Götz, Charlotte Debus
ReCycle utilizes primary cycle compression to address the computational complexity of the attention mechanism in long time series.
no code implementations • 11 Apr 2023 • Tatiana Gonzalez Grandon, Johannes Schwenzer, Thomas Steens, Julia Breuing
As investment and operation of future energy systems require long-term electricity demand forecasts with hourly resolution, our mathematical model fills a gap in energy forecasting.
no code implementations • 23 Jul 2020 • Karoline Brucke, Stefan Arens, Jan-Simon Telle, Thomas Steens, Benedikt Hanke, Karsten von Maydell, Carsten Agert
The granularity of data is 1 s. In this work, 52 device profiles are extracted from the aggregate power data.