Generalized, Three-Dimensional Wind Tunnel Wall Correction Using Nonlinear Least-Squares Optimization

A novel three-dimensional technique for correcting wind tunnel measurements for wall interference has been developed. The flow around the test body and its wake is approximated as a series of inviscid singularities, while the wind tunnel walls and model support are approximated using a panel method. A nonlinear least-squares approach with trust-region reflective optimization is then used to obtain the strength and locations of singularities together with the domain boundary panel strengths by fitting to measured wall pressures. The technique is demonstrated using computational fluid dynamics for the test case of a well-documented slender delta wing body with high blockage and validated against both experiments and legacy data. The nonlinear least-squares wall correction method is shown to demonstrate a significant improvement in wall corrections compared to the classical two-variable technique.

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Publication Details

Journal
AIAA Journal
Published
2024-11-08
DOI
https://doi.org/10.2514/1.j064004
Primary Topic
Fluid Dynamics and Turbulent Flows
Type
article
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article

Generalized, Three-Dimensional Wind Tunnel Wall Correction Using Nonlinear Least-Squares Optimization

John Doherty, David M. Birch, Tanmay J Tipnis, Simon Noel
AIAA Journal
Fluid Dynamics and Turbulent Flows
article

Generalized, Three-Dimensional Wind Tunnel Wall Correction Using Nonlinear Least-Squares Optimization

John Doherty, David M. Birch, Tanmay J Tipnis, Simon Noel
article en

Abstract

A novel three-dimensional technique for correcting wind tunnel measurements for wall interference has been developed. The flow around the test body and its wake is approximated as a series of inviscid singularities, while the wind tunnel walls and model support are approximated using a panel method. A nonlinear least-squares approach with trust-region reflective optimization is then used to obtain the strength and locations of singularities together with the domain boundary panel strengths by fitting to measured wall pressures. The technique is demonstrated using computational fluid dynamics for the test case of a well-documented slender delta wing body with high blockage and validated against both experiments and legacy data. The nonlinear least-squares wall correction method is shown to demonstrate a significant improvement in wall corrections compared to the classical two-variable technique.

AIAA JournalVol. 63(3)
Qinetiq (United Kingdom) (GB), University of Surrey (GB)
Affordable and clean energy
Openalex Percentile: Top 78%
Fluid Dynamics and Turbulent Flows
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Generalized, Three-Dimensional Wind Tunnel Wall Correction Using Nonlinear Least-Squares Optimization — John Doherty, David M. Birch, et al. · AIAA Journal (2024) | TGRS Research Map | TGRS