Heat Transfer Correlations for Smooth and Rough Airfoils

Low-fidelity methods such as the Blade Element Momentum Theory frequently provide rotor aerodynamic performances. However, these methods must be coupled to databases or correlations to compute heat transfer. The literature lacks correlations to compute the average heat transfer around airfoil. The p...

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Main Authors: Sepehr Samadani, François Morency
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Fluids
Subjects:
Online Access:https://www.mdpi.com/2311-5521/8/2/66
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author Sepehr Samadani
François Morency
author_facet Sepehr Samadani
François Morency
author_sort Sepehr Samadani
collection DOAJ
description Low-fidelity methods such as the Blade Element Momentum Theory frequently provide rotor aerodynamic performances. However, these methods must be coupled to databases or correlations to compute heat transfer. The literature lacks correlations to compute the average heat transfer around airfoil. The present study develops correlations for an average heat transfer over smooth and rough airfoil. The correlation coefficients were obtained from a CFD database using RANS equations and the Spalart–Allmaras turbulent model. This work studies the NACA 0009, NACA 0012, and NACA 0015 with and without the leading roughness representative of a small ice accretion. The numerical results are validated against lift and drag coefficients from the literature. The heat transfer at the stagnation point compares well with the experimental results. The database indicates a negligible dependency on airfoil thickness. The work presents two correlations from the database analysis: one for the smooth airfoils and one for the rough airfoils. For the zero lift coefficient, the average Nusselt number is maximum. This increases with <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><msup><mi>e</mi><mrow><mn>0.636</mn></mrow></msup></mrow></semantics></math></inline-formula> for the smooth surface and with <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><msup><mi>e</mi><mrow><mn>0.85</mn></mrow></msup></mrow></semantics></math></inline-formula> for the rough surface. As the lift increases, the average Nusselt is reduced by values proportional to the square of the lift coefficient for the smooth surface, while it is reduced by values proportional to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><mi>e</mi></mrow></semantics></math></inline-formula> and the square of the lift coefficient for the rough surface.
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spelling doaj.art-8d88d163549449a29ebe92fed94de46d2023-11-16T20:28:55ZengMDPI AGFluids2311-55212023-02-01826610.3390/fluids8020066Heat Transfer Correlations for Smooth and Rough AirfoilsSepehr Samadani0François Morency1Thermo-Fluids for Transport Laboratory (TFT), Department of Mechanical Engineering, École de Technologie Supérieure (ÉTS), 1100 Notre-Dame St W, Montréal, QC H3C 1K3, CanadaThermo-Fluids for Transport Laboratory (TFT), Department of Mechanical Engineering, École de Technologie Supérieure (ÉTS), 1100 Notre-Dame St W, Montréal, QC H3C 1K3, CanadaLow-fidelity methods such as the Blade Element Momentum Theory frequently provide rotor aerodynamic performances. However, these methods must be coupled to databases or correlations to compute heat transfer. The literature lacks correlations to compute the average heat transfer around airfoil. The present study develops correlations for an average heat transfer over smooth and rough airfoil. The correlation coefficients were obtained from a CFD database using RANS equations and the Spalart–Allmaras turbulent model. This work studies the NACA 0009, NACA 0012, and NACA 0015 with and without the leading roughness representative of a small ice accretion. The numerical results are validated against lift and drag coefficients from the literature. The heat transfer at the stagnation point compares well with the experimental results. The database indicates a negligible dependency on airfoil thickness. The work presents two correlations from the database analysis: one for the smooth airfoils and one for the rough airfoils. For the zero lift coefficient, the average Nusselt number is maximum. This increases with <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><msup><mi>e</mi><mrow><mn>0.636</mn></mrow></msup></mrow></semantics></math></inline-formula> for the smooth surface and with <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><msup><mi>e</mi><mrow><mn>0.85</mn></mrow></msup></mrow></semantics></math></inline-formula> for the rough surface. As the lift increases, the average Nusselt is reduced by values proportional to the square of the lift coefficient for the smooth surface, while it is reduced by values proportional to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>R</mi><mi>e</mi></mrow></semantics></math></inline-formula> and the square of the lift coefficient for the rough surface.https://www.mdpi.com/2311-5521/8/2/66heat transferroughnesssymmetric airfoilNusselt numberRANS equationsSpalart–Allmaras turbulence model
spellingShingle Sepehr Samadani
François Morency
Heat Transfer Correlations for Smooth and Rough Airfoils
Fluids
heat transfer
roughness
symmetric airfoil
Nusselt number
RANS equations
Spalart–Allmaras turbulence model
title Heat Transfer Correlations for Smooth and Rough Airfoils
title_full Heat Transfer Correlations for Smooth and Rough Airfoils
title_fullStr Heat Transfer Correlations for Smooth and Rough Airfoils
title_full_unstemmed Heat Transfer Correlations for Smooth and Rough Airfoils
title_short Heat Transfer Correlations for Smooth and Rough Airfoils
title_sort heat transfer correlations for smooth and rough airfoils
topic heat transfer
roughness
symmetric airfoil
Nusselt number
RANS equations
Spalart–Allmaras turbulence model
url https://www.mdpi.com/2311-5521/8/2/66
work_keys_str_mv AT sepehrsamadani heattransfercorrelationsforsmoothandroughairfoils
AT francoismorency heattransfercorrelationsforsmoothandroughairfoils