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Forsthofer, Nicolai (2023) A Predictive Design Methood for Compressor Blisks (WAW ML 9). Wissensaustauschworkshop on Machine Learning (WAW ML 9), 2023-11-13 - 2023-11-16, Ulm, Deutschland.
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Abstract
This presentation covers a predictive design method tailored for compressor blisks based on synthetic training data generated via parameter optimization. The surrogate model will be used for rapid predictions in complex multidisciplinary optimization loops. Additionally, the way forward to adress more complex design challenges is discussed, showcasing the broader potential of the method for the virtual engine.
| Item URL in elib: | https://elib.dlr.de/221528/ | ||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||
| Title: | A Predictive Design Methood for Compressor Blisks (WAW ML 9) | ||||||||
| Authors: |
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| Date: | November 2023 | ||||||||
| Refereed publication: | No | ||||||||
| Open Access: | No | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | Predictive Design, Structural Mechanics Module | ||||||||
| Event Title: | Wissensaustauschworkshop on Machine Learning (WAW ML 9) | ||||||||
| Event Location: | Ulm, Deutschland | ||||||||
| Event Type: | Workshop | ||||||||
| Event Start Date: | 13 November 2023 | ||||||||
| Event End Date: | 16 November 2023 | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Aeronautics | ||||||||
| HGF - Program Themes: | Clean Propulsion | ||||||||
| DLR - Research area: | Aeronautics | ||||||||
| DLR - Program: | L CP - Clean Propulsion | ||||||||
| DLR - Research theme (Project): | L - Virtual Engine | ||||||||
| Location: | Stuttgart | ||||||||
| Institutes and Institutions: | Institute of Structures and Design > Design and Manufacture Technologies | ||||||||
| Deposited By: | Ebel, Paul-Benjamin | ||||||||
| Deposited On: | 13 Jan 2026 15:05 | ||||||||
| Last Modified: | 13 Jan 2026 15:05 |
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