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inria-00336177, version 1

Improvement of Reduced Order Modeling based on Proper Orthogonal Decomposition

Michel Bergmann (Author to contact preferably) 12, Charles-Henri Bruneau 12, Angelo Iollo () 12

The Fifth International Conference on Computational Fluid Dynamics (2008)

Abstract: This study focuses on stabilizing Reduced Order Model based on Proper Orthogonal Decomposition (POD) and on improving the POD functional subspace. A modified reduced order model (ROM) that incorporates directly the pressure term is proposed. The ROM is obtained by seeking a solution that lives in the POD subspace and at the same time minimizes the Navier-Stokes residuals. Both ROM stabilization and POD subspace adaptation make use of methods based on the fine scale equation that is approximated using the residuals of the Navier-Sokes equations. Results are shown for the 2D confined cylinder wake flow.

  • Domain : Physics/Mechanics/Mechanics of the fluids
    Computer Science/Modeling and Simulation
  • Keywords : Proper Orthogonal Decomposition – Reduced Order Model – Stabilization – Functional space adaptation
 
  • inria-00336177, version 1
  • oai:hal.inria.fr:inria-00336177
  • From: 
  • Submitted on: Monday, 3 November 2008 10:11:42
  • Updated on: Monday, 3 November 2008 15:44:09
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