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Optimal design of experiments in a digital twin framework

Mattuschka, Marco and von Danwitz, Max and Franz, Philip Imanuel and Kühn, Lisa and Bonari, Jacopo and Popp, Alexander (2024) Optimal design of experiments in a digital twin framework. WAW Digital Twin, 2024-06-25, Hamburg.

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Abstract

The talk presented a concept of how data and physical simulations can be combined, using the example of the spread of contaminants. This can be used, for example, in the event of an accident to better predict the sources of contaminants and their spread. In the poster session, the optimal sensor placement for the detection of contaminant sources and their dispersion was discussed.

Item URL in elib:https://elib.dlr.de/211894/
Document Type:Conference or Workshop Item (Speech, Poster)
Title:Optimal design of experiments in a digital twin framework
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Mattuschka, Marcomarco.mattuschka (at) dlr.dehttps://orcid.org/0009-0009-6325-3578UNSPECIFIED
von Danwitz, Maxmax.vondanwitz (at) dlr.dehttps://orcid.org/0000-0002-2814-0027UNSPECIFIED
Franz, Philip Imanuelphilip.franz (at) dlr.dehttps://orcid.org/0009-0003-7384-9371UNSPECIFIED
Kühn, Lisalisa.kuehn (at) dlr.dehttps://orcid.org/0009-0006-8215-6093UNSPECIFIED
Bonari, Jacopojacopo.bonari (at) dlr.dehttps://orcid.org/0000-0001-8435-6466UNSPECIFIED
Popp, Alexanderalexander.popp (at) dlr.dehttps://orcid.org/0000-0002-8820-466XUNSPECIFIED
Date:25 June 2024
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:digital twin, design of experiments
Event Title:WAW Digital Twin
Event Location:Hamburg
Event Type:Workshop
Event Date:25 June 2024
HGF - Research field:other
HGF - Program:other
HGF - Program Themes:other
DLR - Research area:no assignment
DLR - Program:no assignment
DLR - Research theme (Project):no assignment
Location: Rhein-Sieg-Kreis
Institutes and Institutions:Institute for the Protection of Terrestrial Infrastructures > Simulation Methods for Digital Twins
Institute for the Protection of Terrestrial Infrastructures
Deposited By: Mattuschka, Marco
Deposited On:15 Jan 2025 10:17
Last Modified:19 Dec 2025 11:12

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