DOI: 10.1017/jfm.2026.11689 ISSN: 0022-1120

Generating wall-bounded turbulent inflows at high Reynolds numbers

Ronith Stanly, Timofey Mukha, Martin Karp, Stefano Markidis, Philipp Schlatter

One of the main challenges in simulating high Reynolds number (

italic Re Re ${\textit{Re}}$
) turbulent boundary layers (TBLs) is the long streamwise distance required for large-scale outer-layer structures to develop, making such simulations prohibitively expensive. We propose an inflow generation method for high
italic Re Re ${\textit{Re}}$
wall turbulence that leverages the known structure and scaling laws of TBLs. Pre-multiplied spectra of streamwise velocity show that with an increase in
italic Re Re ${\textit{Re}}$
the outer region grows and occupies more of the spanwise wavenumber space in proportion to the increase in
italic Re Re ${\textit{Re}}$
, while the inner region remains approximately the same. Exploiting this behaviour, we generate inflow conditions for a target
italic Re Re ${\textit{Re}}$
by starting from cross-stream velocity slices at a lower base
italic Re Re ${\textit{Re}}$
. In spectral space, we identify the inner- and outer-region wavenumbers, and shift the outer-region components proportionally to the desired
italic Re Re ${\textit{Re}}$
increase. We examine the capability of this method by scaling velocity slices at
italic Re Subscript theta Baseline equals 2240 Re θ = 2240 ${\textit{Re}}_\theta =2240$
and 4430 to
italic Re Subscript theta Baseline equals 8000 Re θ = 8000 ${\textit{Re}}_\theta =8000$
, and using them as inflow conditions for direct numerical simulations of TBLs growing in the range
italic Re Subscript theta Baseline equals 8000 minus 9000 Re θ = 8000 9000 $ {\textit{Re}}_\theta =8000-9000$
, with
italic Re Subscript theta Re θ ${\textit{Re}}_\theta$
being the Reynolds number based on the momentum-loss thickness
theta θ $\theta$
. The predicted skin friction coefficient and shape factor, regardless of the base
italic Re Subscript theta Re θ $ {\textit{Re}}_\theta$
tested, lie within
plus or minus 3.5 percent sign ± 3.5 % $\pm 3.5\,\%$
and
plus or minus 0.5 percent sign ± 0.5 % $\pm 0.5\,\%$
, respectively, of that of a precursor simulation right from the inlet. Reynolds stresses match very well after approximately
8 delta Subscript 99 Sub Subscript 0 8 δ 99 0 $8\,\delta _{99_0}$
. The development length in terms of the Reynolds stresses is approximately
8 delta Subscript 99 Sub Subscript 0 8 δ 99 0 $8\delta _{99_0}$
, where
delta Subscript 99 Sub Subscript 0 δ 99 0 $\delta _{99_0}$
is the boundary layer thickness at the inlet. This gives an order of magnitude reduction in development length compared with other methods proposed in the literature.

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