Dynamic mode decomposition of numerical and experimental data
Résumé
The description of coherent features of fluid flow is essential to our understanding of fluid-dynamical and transport processes. A method is introduced that is able to extract dynamic information from flow fields that are either generated by a (direct) numerical simulation or visualized/measured in a physical experiment. The extracted dynamic modes, which can be interpreted as a generalization of global stability modes, can be used to describe the underlying physical mechanisms captured in the data sequence or to project large-scale problems onto a dynamical system of significantly fewer degrees of freedom. The concentration on subdomains of the flow field where relevant dynamics is expected allows the dissection of a complex flow into regions of localized instability phenomena and further illustrates the flexibility of the method, as does the description of the dynamics within a spatial framework. Demonstrations of the method are presented consisting of a plane channel flow, flow over a two-dimensional cavity, wake flow behind a flexible membrane and a jet passing between two cylinders. © 2010 Cambridge University Press.
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Soumis le : mercredi 9 juillet 2014-10:17:41
Dernière modification le : jeudi 1 août 2024-13:48:05
Archivage à long terme le : jeudi 9 octobre 2014-10:40:44
Dates et versions
hal-01020654 , version 1 (09-07-2014)
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Identifiants
- HAL Id : hal-01020654 , version 1
- DOI : 10.1017/s0022112010001217
Citer
Peter J. Schmid. Dynamic mode decomposition of numerical and experimental data. Journal of Fluid Mechanics, 2010, 656 (August), pp.5-28. ⟨10.1017/s0022112010001217⟩. ⟨hal-01020654⟩
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