The paper applies a wavelet filtering method based on the recursive denoising algorithm to airfoil noise in low-Mach number flows. The pressure field around the airfoil is decomposed into coherent contributions corresponding to denoised pressure and incoherent pressure corresponding to background noise. The pressure data are obtained from Large-Eddy Simulations. Both the flow and acoustic solvers are validated against experimental data at a zero angle of attack, Reynolds numbers, and , and Mach numbers, and 0.058, respectively. The convergence trend and statistical nature of the wavelet algorithm are analyzed. Additionally, the decomposed pressures are examined by comparing the wavelet-based decomposition with the traditional wavenumber–frequency decomposition, and spectral analyses are conducted on the decomposed pressures. The results show that the denoised pressure represents physical phenomena associated with hydrodynamic wavy structures moving along the wall and sound propagation generated near the tripping region and the trailing edge. On the other hand, the incoherent pressure or background noise exhibits a small and constant amplitude closely adhering to the Gaussian distribution. Dynamic mode decomposition modes reveal that this background noise is prominent around the tripping and trailing-edge regions where flow perturbations are significant, but it either barely propagates to the far field or dissipates quickly. The far-field acoustic spectrum is predominantly influenced by the physical or denoised component. However, a cautious interpretation is necessary in the high-frequency range, where background noise still contributes to the far-field noise. The paper explores the potential applications of the wavelet algorithm in identifying and removing background noise.
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July 2023
Research Article|
July 10 2023
Wavelet-based pressure decomposition for airfoil noise in low-Mach number flows
Donghun Kang
;
Donghun Kang
(Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing)
1
Department of Mechanical and Aerospace Engineering, University of California
, Davis, California 95616, USA
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Seongkyu Lee
;
Seongkyu Lee
a)
(Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing)
1
Department of Mechanical and Aerospace Engineering, University of California
, Davis, California 95616, USA
a)Author to whom correspondence should be addressed: [email protected]
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Davy Brouzet
;
Davy Brouzet
(Conceptualization, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – review & editing)
2
Center for Turbulence Research, Stanford University
, California 94305, USA
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Sanjiva K. Lele
Sanjiva K. Lele
(Conceptualization, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – review & editing)
3
Department of Mechanical Engineering and Department of Aeronautics and Astronautics, Stanford University
, California 94305, USA
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a)Author to whom correspondence should be addressed: [email protected]
Physics of Fluids 35, 075112 (2023)
Article history
Received:
March 27 2023
Accepted:
June 13 2023
Citation
Donghun Kang, Seongkyu Lee, Davy Brouzet, Sanjiva K. Lele; Wavelet-based pressure decomposition for airfoil noise in low-Mach number flows. Physics of Fluids 1 July 2023; 35 (7): 075112. https://doi.org/10.1063/5.0152072
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