Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system

T Schreiber, C Netsch, S Eschweiler, T Wang, T Storek… - Energy, 2021 - Elsevier
The efficient and sustainable operation of building energy systems is playing an increasingly
important role in most industrialized countries. At the same time, building energy systems …

Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams

F Stinner, M Wiecek, M Baranski, A Kümpel… - arXiv preprint arXiv …, 2021 - arxiv.org
Buildings directly and indirectly emit a large share of current CO2 emissions. There is a high
potential for CO2 savings through modern control methods in building automation systems …

[PDF][PDF] Generation of training data for fault detection and diagnosis algorithms using fault simulation and parameter uncertainty

G Bode - 2023 - publications.rwth-aachen.de
Over the past decades, many efforts have been made to reduce the consumption of building
energy systems. However, upon closer inspection of the building stock, many newly …