Study on Pod and Wavelets Techniques for Aerodynamic Design Optimization
- Authors
- Koo, Bonchan; Jo, Taehyun; Han, Junhee; Park, Kyunghyun; Lee, Dohyung
- Issue Date
- Oct-2014
- Publisher
- 한국전산유체공학회
- Keywords
- POD (Proper Orthogonal Decomposition); Wavelets, CFD; Design Optimization; ROM (Reduced Order Model)
- Citation
- 한국전산유체공학회지, pp.41 - 43
- Indexed
- OTHER
- Journal Title
- 한국전산유체공학회지
- Start Page
- 41
- End Page
- 43
- URI
- https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/21543
- ISSN
- 1598-6071
- Abstract
- This paper attempts to evaluate the accuracy and efficiency of a design optimization procedure by
combining wavelets-based solution algorithm and proper orthogonal decomposition (POD) database
management technique. Aerodynamic design procedure calls for high fidelity computational fluid
dynamic (CFD) simulations and the consideration of large number of flow conditions and design
constraints. Thus, even with significant computing power advancement, current level of integrated
design process requires substantial computing time and resources. POD reduces the degree of freedom
of full system by conducting singular value decomposition for various field simulations. In this
research, POD combined Design Optimization model is proposed and its efficiency and accuracy are
to be evaluated. For additional efficiency improvement of the procedure, wavelets technique is also
being employed during snapshot constructions (POD training period). The proposed design procedure
was applied to the optimization of wing aerodynamic performance. Throughout the research, it was
confirmed that the POD/wavelets design procedure could significantly reduce the total design
turnaround time and also capture all detailed complex flow features as in full order analysis.
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