Numerical Analysis and Reduced‐Order Modeling of Plastic Profile Extrusion Processes
Abstract: We present the data‐driven standardized non‐intrusive reduced‐order modeling strategy, sniROM, applied in context of plastics profile extrusion. After a brief introduction to the process and the governing physics, we give a short overview of the methodology. The ROM is then used to predict temperature distribution within a plastics profile inside the calibration/cooling unit of the extrusion process. The simulation based model predictions are compared with sensor data captured by an infrared camera. Finally, we give an outlook on how both ROM and measurement data can be used to enable a digital shadow of industrial processes.
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- Extent
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Online-Ressource
- Language
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Englisch
- Bibliographic citation
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Numerical Analysis and Reduced‐Order Modeling of Plastic Profile Extrusion Processes ; volume:23 ; number:1 ; year:2023 ; extent:6
Proceedings in applied mathematics and mechanics ; 23, Heft 1 (2023) (gesamt 6)
- Creator
- DOI
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10.1002/pamm.202200069
- URN
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urn:nbn:de:101:1-2023060115210254582138
- Rights
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Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
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14.08.2025, 10:53 AM CEST
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Associated
- Hilger, Daniel
- Sasse, Jana
- Hopmann, Christian
- Behr, Marek
- Hosters, Norbert
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