Kühn, Lisa and Bonari, Jacopo and von Danwitz, Max and Franz, Philip Imanuel and Mattuschka, Marco and 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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Abstract
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.
| Item URL in elib: | https://elib.dlr.de/209113/ | ||||||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||||||||||
| Title: | Digital Twins for Critical Infrastructures: Predicting Airborne Contaminant Dispersion | ||||||||||||||||||||||||||||
| Authors: |
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| Date: | 2024 | ||||||||||||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||
| Keywords: | Model Order Reduction, Gas Dispersion, Digital Twins | ||||||||||||||||||||||||||||
| Event Title: | Model Reduction and Machine Learning for Solids, Fluids and Controls | ||||||||||||||||||||||||||||
| Event Location: | Udine, Italien | ||||||||||||||||||||||||||||
| Event Type: | Workshop | ||||||||||||||||||||||||||||
| Event Start Date: | 9 September 2024 | ||||||||||||||||||||||||||||
| Event End Date: | 13 September 2024 | ||||||||||||||||||||||||||||
| Organizer: | International Centre for Mechanical Sciences | ||||||||||||||||||||||||||||
| 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: | Kühn, Lisa | ||||||||||||||||||||||||||||
| Deposited On: | 13 Dec 2024 13:03 | ||||||||||||||||||||||||||||
| Last Modified: | 19 Dec 2025 11:12 |
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