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Aeroacoustic source term computation based on radial basis functions
Author(s) -
Schoder Stefan,
Roppert Klaus,
Weitz Michael,
Junger Clemens,
Kaltenbacher Manfred
Publication year - 2020
Publication title -
international journal for numerical methods in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.421
H-Index - 168
eISSN - 1097-0207
pISSN - 0029-5981
DOI - 10.1002/nme.6298
Subject(s) - radial basis function , interpolation (computer graphics) , polygon mesh , basis function , computer science , aeroacoustics , computation , kernel (algebra) , computational aeroacoustics , mach number , basis (linear algebra) , algorithm , mathematics , geometry , mathematical analysis , aerospace engineering , artificial intelligence , artificial neural network , engineering , sound pressure , motion (physics) , telecommunications , computer graphics (images) , combinatorics
SUMMARY In low Mach number aeroacoustics, the known disparity of length scales makes it possible to apply well‐suited simulation models using different meshes for flow and acoustics. The workflow of these hybrid methodologies include performing an unsteady flow simulation, computing the acoustic sources, and simulating the acoustic field. Therefore, hybrid methods seek for robust and flexible procedures, providing a conservative mesh to mesh interpolation of the sources while ensuring high computational efficiency. We propose a highly specialized radial basis function interpolation for the challenges during hybrid simulations. First, the computationally efficient local radial basis function interpolation in conjunction with a connectivity‐based neighbor search technique is presented. Second, we discuss the computation of spatial derivatives based on radial basis functions. These derivatives are computed in a local‐global approach, using a Gaussian kernel on local point stencils. Third, radial basis function interpolation and derivatives are used to compute complex aeroacoustic source terms. These ingredients are necessary to provide flexible source term calculations that robustly connect flow and acoustics. Finally, the capabilities of the presented approach are shown in a numerical experiment with a co‐rotating vortex pair.