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Titel:

Robust multi-fidelity optimization approach exploiting data-driven, non-linear model order reduction

Dokumenttyp:
Konferenzbeitrag
Art des Konferenzbeitrags:
Textbeitrag / Aufsatz
Autor(en):
Czech, Catharina; Arne Kaps; Fabian Duddeck
Seitenangaben Beitrag:
357 - 363
Abstract:
A robust design optimization, which searches for an optimum that is insensitive to design uncertainties, is a multi-query analysis with high computational costs. To reduce the computational effort, surrogate models, such as reduced order approaches, are often necessary. For non-linear problems, model order reduction (MOR) techniques were only recently introduced as efficient simplification techniques. Hereby, a physical model can be combined with data-driven approaches in various ways to provide...     »
Herausgeber:
Research Publishing, Singapore
Kongress- / Buchtitel:
8th International Symposium on Reliability Engineering and Risk Management
Datum der Konferenz:
4.-7. September 2022
Jahr:
2022
Monat:
Sep
Print-ISBN:
978-981-18-5184-1
Volltext / DOI:
doi:10.3850/978-981-18-5184-1_MS-12-041-cd
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