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Aeroacoustic source term computation based on radial basis functions

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, an...

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Autores principales: Schoder, Stefan, Roppert, Klaus, Weitz, Michael, Junger, Clemens, Kaltenbacher, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188323/
https://www.ncbi.nlm.nih.gov/pubmed/32362687
http://dx.doi.org/10.1002/nme.6298
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author Schoder, Stefan
Roppert, Klaus
Weitz, Michael
Junger, Clemens
Kaltenbacher, Manfred
author_facet Schoder, Stefan
Roppert, Klaus
Weitz, Michael
Junger, Clemens
Kaltenbacher, Manfred
author_sort Schoder, Stefan
collection PubMed
description 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.
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spelling pubmed-71883232020-04-29 Aeroacoustic source term computation based on radial basis functions Schoder, Stefan Roppert, Klaus Weitz, Michael Junger, Clemens Kaltenbacher, Manfred Int J Numer Methods Eng Research Articles 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. John Wiley & Sons, Inc. 2020-01-20 2020-05-15 /pmc/articles/PMC7188323/ /pubmed/32362687 http://dx.doi.org/10.1002/nme.6298 Text en © 2019 The Authors. International Journal for Numerical Methods in Engineering published by John Wiley & Sons, Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Schoder, Stefan
Roppert, Klaus
Weitz, Michael
Junger, Clemens
Kaltenbacher, Manfred
Aeroacoustic source term computation based on radial basis functions
title Aeroacoustic source term computation based on radial basis functions
title_full Aeroacoustic source term computation based on radial basis functions
title_fullStr Aeroacoustic source term computation based on radial basis functions
title_full_unstemmed Aeroacoustic source term computation based on radial basis functions
title_short Aeroacoustic source term computation based on radial basis functions
title_sort aeroacoustic source term computation based on radial basis functions
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188323/
https://www.ncbi.nlm.nih.gov/pubmed/32362687
http://dx.doi.org/10.1002/nme.6298
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