no code implementations • 18 Dec 2024 • Jan stock, Till Schmidt, André Xhonneux, Dirk Müller
This paper introduces a workflow for generating DH models using publicly available data and open-source tools.
no code implementations • 3 Nov 2023 • Jan stock, Philipp Althaus, Sascha Johnen, André Xhonneux, Dirk Müller
Lowering supply temperatures of the heating systems in buildings offers a huge potential for efficiency improvements since different heat supply technologies, such as heat pumps or district heating, benefit from low supply temperatures.
no code implementations • 14 Apr 2023 • Jingyu Gong, Yi Nie, Jonas van Ouwerkerk, Felix Wege, Mauricio Celi Cortés, Christoph von Oy, Jonas Brucksch, Christian Bußar, Thomas Schreiber, Dirk Uwe Sauer, Dirk Müller, Antonello Monti
To overcome these limitations a software framework called FOCUS for the flexible and dynamic modeling of any urban sector-coupled energy system is developed.
1 code implementation • 23 Jan 2023 • Xia Chen, Xiaoye Cai, Alexander Kümpel, Dirk Müller, Philipp Geyer
The framework is integrated with a feedforward loop that embedded a dynamic building environment with leading and lagging system information involved: The simulation combined with system characteristic information is imported to the ML predictive algorithms.
no code implementations • 3 Feb 2022 • Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
We conclude that future research has to holistically consider the automation of the forecasting pipeline to enable the large-scale application of time series forecasting.
no code implementations • 31 Aug 2021 • Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller
There are various standards for graphical representation of symbols in P&ID of building energy systems.