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Robyn L. Macdonald

Publications and source records attributed to Robyn L. Macdonald.

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Influence of wall thermal boundary condition on mean-flow characteristics of a Mach 2.5 fully rough turbulent boundary layer

We investigate turbulent boundary layers at Mach 2.5 over sinusoidal roughness at matched $Re_τ=784$. We considered three wall temperatures, $T_w/T_r=$ 1.0, 0.7, and 0.4. Each wall temperature was repeated with a smooth and rough surface, the latter following a three-dimensional sinusoidal profile with effective slope 0.5 and matched $k^+=79.1$. In total six direct numerical simulations were completed. Analysis of mean wall shear and heat transfer detailed the augmentation in skin friction and heat transfer coefficient between smooth and rough cases; resulting in the classical failure of the Reynolds analogy for rough walls. We also show that differences in shear stress across wall temperatures are driven by the viscous component even though the pressure component dominates. The roughness sublayer was found to be $R_{RSL}=3k-6k$, consistent with the literature. Moreover, the wall offset $d=d_Θ\approx0.5k$ for both momentum and thermal boundary layers, signifying the offset represents the half peak-to-valley height rather than the "mean roughness height." For the mean momentum boundary layer, we find the present conditions recover the incompressible roughness function $Δu_1^+$ when matched via the semi-local roughness Reynolds number $k^*$. For this reason, an equivalent sand-grain roughness of $k_s^*\approx3.7k^*$ is proposed. The existing compressible transformations hold regardless of wall temperature or roughness - contradicting recent claims otherwise. The generalized Reynolds analogy works for smooth walls but fails for rough walls; a roughness correction term is proposed and validated. Compressible mean temperature transformations fail for cold walls, especially when $(T_w-T_e)/(T_r-T_e)<0$. The thermal roughness function, $ΔΘ^+$, is reported with caution given transformation singularities.

physics.flu-dyn

Demonstration of an integral method for estimating wall shear stress in complex high-speed flows

Turbulent flows over blunt bodies with distributed roughness present a class of problems relevant to hypersonic atmospheric entry systems. However, accurate predictions of shear stress on such bodies remains elusive. This work presents a simple integral formulation to infer wall shear stress based on the Favre-averaged streamwise momentum equation, integrated once in the wall-normal direction. The proposed integral formulation eliminates streamwise dependence, relying only on data and gradients extracted in the wall normal direction. Eight demonstration cases were selected to show the contributions of the various terms of the integral equation, the associated error in the estimate, and outline practical considerations when estimating the wall shear stress for complex flow conditions. In all cases, the error in the predicted shear stress compared to a more traditional approach was no more than 5%, with many cases having much lower error. Notably, the method was found to be viable even for surfaces in the transitionally rough and fully rough regimes by appropriate selection of a virtual origin, as well as flows over curved surfaces or with pressure gradients. Finally, the method produces acceptable estimates of shear stress even in the extreme condition when over 40% of the near-wall boundary layer data is absent. In brief, the present integral method is general and applicable to flows with curvature, surface roughness, and pressure gradients.

physics.flu-dyn