Kühn, Lisa und Bonari, Jacopo und von Danwitz, Max und Franz, Philip Imanuel und Mattuschka, Marco und Popp, Alexander (2024) Digital Twins for Critical Infrastructures: Predicting Airborne Contaminant Dispersion. Model Reduction and Machine Learning for Solids, Fluids and Controls, 2024-09-09 - 2024-09-13, Udine, Italien.
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Kurzfassung
During emergencies, timely predictions of airborne contaminant dispersion are imperative to assess the level of threat to civil security and to establish an informed real-time decision-making process. This is essential to effectively evacuate civilians and guarantee the functionality of critical infrastructures. To that end, a computational framework for a digital twin is presented and reduced-order models based on proper orthogonal decomposition in combination with the discrete empirical interpolation method are discussed to accelerate evaluations of the system.
elib-URL des Eintrags: | https://elib.dlr.de/209113/ | ||||||||||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Poster) | ||||||||||||||||||||||||||||
Titel: | Digital Twins for Critical Infrastructures: Predicting Airborne Contaminant Dispersion | ||||||||||||||||||||||||||||
Autoren: |
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Datum: | 2024 | ||||||||||||||||||||||||||||
Referierte Publikation: | Nein | ||||||||||||||||||||||||||||
Open Access: | Nein | ||||||||||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||||||||||||||
In ISI Web of Science: | Nein | ||||||||||||||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||||||||||||||
Stichwörter: | Model Order Reduction, Gas Dispersion, Digital Twins | ||||||||||||||||||||||||||||
Veranstaltungstitel: | Model Reduction and Machine Learning for Solids, Fluids and Controls | ||||||||||||||||||||||||||||
Veranstaltungsort: | Udine, Italien | ||||||||||||||||||||||||||||
Veranstaltungsart: | Workshop | ||||||||||||||||||||||||||||
Veranstaltungsbeginn: | 9 September 2024 | ||||||||||||||||||||||||||||
Veranstaltungsende: | 13 September 2024 | ||||||||||||||||||||||||||||
Veranstalter : | International Centre for Mechanical Sciences | ||||||||||||||||||||||||||||
HGF - Forschungsbereich: | keine Zuordnung | ||||||||||||||||||||||||||||
HGF - Programm: | keine Zuordnung | ||||||||||||||||||||||||||||
HGF - Programmthema: | keine Zuordnung | ||||||||||||||||||||||||||||
DLR - Schwerpunkt: | keine Zuordnung | ||||||||||||||||||||||||||||
DLR - Forschungsgebiet: | keine Zuordnung | ||||||||||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | keine Zuordnung | ||||||||||||||||||||||||||||
Standort: | Rhein-Sieg-Kreis | ||||||||||||||||||||||||||||
Institute & Einrichtungen: | Institut für den Schutz terrestrischer Infrastrukturen > Simulationsmethoden für Digitale Zwillinge Institut für den Schutz terrestrischer Infrastrukturen | ||||||||||||||||||||||||||||
Hinterlegt von: | Kühn, Lisa | ||||||||||||||||||||||||||||
Hinterlegt am: | 13 Dez 2024 13:03 | ||||||||||||||||||||||||||||
Letzte Änderung: | 13 Dez 2024 13:03 |
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