Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783527295599771648 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7188323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT schoderstefan aeroacousticsourcetermcomputationbasedonradialbasisfunctions AT roppertklaus aeroacousticsourcetermcomputationbasedonradialbasisfunctions AT weitzmichael aeroacousticsourcetermcomputationbasedonradialbasisfunctions AT jungerclemens aeroacousticsourcetermcomputationbasedonradialbasisfunctions AT kaltenbachermanfred aeroacousticsourcetermcomputationbasedonradialbasisfunctions |