Direct numerical simulations (DNSs) are performed to investigate the roughness effects on the statistical properties and the large-scale coherent structures in the turbulent channel flow over three-dimensional sinusoidal rough walls. The outer-layer similarities of mean streamwise velocity and Reynolds stresses are examined by systematically varying the roughness Reynolds number k⁺ and the ratio of the roughness height to the half-channel height k / δ . The energy transfer mechanism of turbulent motions in the presence of roughness elements with different sizes is explored through spectral analysis of the transport equation of the two-point velocity correlation and the scale-energy path display of the generalized Kolmogorov equation. The results show that, with increasing k⁺ , the downward shift of the mean streamwise velocity profile in the logarithmic region increases and the peak intensities of turbulent Reynolds stresses decrease. At an intermediate Reynolds number ( Reτ= 1080 ), the length scale and intensity of the large-scale coherent structures increase for a small roughness ( k⁺=10 ), which leads to failure of the outer-layer similarity in rough-wall turbulence, and decrease for a large roughness ( k⁺=60 ), as compared with the smooth-wall case. The existence of the small roughness ( k⁺=10 ) enhances the mechanism of inverse energy cascade from the inner-layer small-scale structures to the outer-layer large-scale structures. Correspondingly, the self-sustaining processes of the outer-layer large-scale coherent structures, including turbulent production, interscale transport, pressure transport and spatial turbulent transport, are all enhanced, whereas the large roughness ( k⁺=60 ) weakens the energy transfer between the inner and outer regions.
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Ma et al. (2023) studied this question.
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