A Discontinuous Galerkin Method Based on POD Model Reduction for Euler Equation
Networks and heterogeneous media(2024)
摘要
This paper considers the work of combining the proper orthogonal decomposition (POD) reduced-order method with the discontinuous Galerkin (DG) method to solve three-dimensional time-domain Euler equations. The POD-DG formulation is established by constructing the POD base vector space, based on POD technology one can apply the Galerkin projection of the DG scheme to this dimension reduction space for calculation. Its overall goal is to overcome the disadvantages of high computational cost and memory requirement in the DG algorithm, reduce the degrees of freedom (DOFs) of the calculation model, and save the calculation time while ensuring acceptable accuracy. Numerical experiments verify these advantages of the proposed POD-DG method.
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关键词
computational fluid dynamics,Euler equations,discontinuous Galerkin method,proper orthogonal decomposition,model reduction method
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