Is the proper orthogonal decomposition suitable to validate simulation of turbulent wake?

被引:0
|
作者
Hlavaty, Tomas [1 ,2 ]
Isoz, Martin [1 ,3 ]
Belda, Marek
Uruba, Vaclav [1 ,4 ]
Prochazka, Pavel [1 ]
机构
[1] Czech Acad Sci, Inst Thermomech, Dolejskova 5, Prague 18200, Czech Republic
[2] Czech Tech Univ, Dept Tech Math, Jugoslavskych Partyzanu 1580, Prague 16000, Czech Republic
[3] Univ Chem & Technol, Dept Math Informat & Cybernet, Tech 5, Prague 16628, Czech Republic
[4] Univ West Bohemia, Dept Power Syst Engn, Univ 8, Plzen 30100, Czech Republic
关键词
3D turbulent flow; LES; DES; Proper orthogonal decomposition; LARGE-EDDY SIMULATION; CIRCULAR-CYLINDER; FLOW; DYNAMICS; LES; CFD; DIMENSIONALITY; CONVECTION; DISPERSION; PIV;
D O I
10.1016/j.jweia.2024.105953
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
To evaluate the suitability of the proper orthogonal decomposition (POD) for validating a simulated flow dynamics, we selected the flow in the wake behind a circular cylinder at Reynolds number of approximate to 5000 as a well studied canonical problem. The flow was simulated via k- ! SST detached-eddy simulation (DES) and, on selected planes of measurement (PoM), investigated experimentally by a time-resolved variant of the particle image velocimetry (PIV) and stereo-PIV methods. A standard model validation comprising, among other, comparison of the drag coefficient, or separation angle, and of the averaged flow properties and turbulence spectra, was carried out. Subsequently, both the PIV and the numerical data on the selected planes in the geometry were analyzed by POD, and a fully 3D POD analysis of the numerical data was used to evaluate the credibility of the planar POD as a tool for dynamic model validation.
引用
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页数:27
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