Bi-level model reduction for coupled problems |
| |
Authors: | Rajan Filomeno Coelho Piotr Breitkopf Catherine Knopf-Lenoir Pierre Villon |
| |
Affiliation: | 1.Laboratoire Roberval, UTC-CNRS, UMR 6253, Centre de Recherches de Royallieu,Université de Technologie de Compiègne,Compiègne,France;2.Laboratoire Roberval,Université de Technologie de Compiègne,Compiègne,France |
| |
Abstract: | In this work a methodology is proposed for the optimization of coupled problems, and applied to a 3D flexible wing. First,
a computational fluid dynamics code coupled with a structural model is run to obtain the pressures and displacements for different
wing geometries controlled by the design variables. Secondly, the data are reduced by Proper Orthogonal Decomposition (POD),
allowing to expand any field as a linear combination of specific modes; finally, a surrogate model based on Moving Least Squares
(MLS) is built to express the POD coefficients directly as functions of the design variables. After the validation of this
bi-level model reduction strategy, the approximate models are used for the multidisciplinary optimization of the wing. The
proposed method leads to a reduction of the weight by 6.6%, and the verification of the solution with the accurate numerical
solvers confirms that the solution is feasible. |
| |
Keywords: | |
本文献已被 SpringerLink 等数据库收录! |
|