Large-to-small scale frequency modulation analysis in wall-bounded turbulence via visibility networks

Abstract

Scale interaction is studied in wall-bounded turbulence by focusing on the frequency modulation (FM) mechanism of large scales on small scale velocity fluctuations. Differently from amplitude modulation analysis, frequency modulation has been less investigated also due to the difficulty to develop robust tools for broadband signals. To face this issue, the natural visibility graph approach is proposed in this work to map the full velocity signals into complex networks. We show that the network degree centrality is able to capture the signal structure at local scales directly from the full signal, thereby quantifying FM. Velocity signals from numerically-simulated turbulent channel flows and an experimental turbulent boundary layer are investigated at different Reynolds numbers. A correction of Taylor's hypothesis for time-series is proposed to overcome the overprediction of near-wall frequency modulation obtained when local mean velocity is used as the convective velocity. Results provide network-based evidences of the large-to-small FM features for all the three velocity components in the near-wall region, with a reversal mechanism emerging far from the wall. Additionally, scaling arguments in the view of the quasi-steady quasi-homogeneous hypothesis are discussed, and a delay-time between large and small scales very close to the near-wall cycle characteristic time is detected. Results show that the visibility graph is a parameter-free tool that turns out to be effective and robust to detect FM in different configurations of wall-bounded turbulent flows. Based on present findings, the visibility network-based approach can represent a reliable tool to systematically investigate scale interaction mechanisms in wall-bounded turbulence.

References in corpus (15)

• From time series to complex networks: the visibility graph
• Direct numerical simulation of turbulent channel flow up to $R{e}_{\tau }\approx 5200$
• A public turbulence database cluster and applications to study Lagrangian evolution of velocity increments in turbulence
• Complex network approaches to nonlinear time series analysis
• Coherent structures in wall-bounded turbulence
• Large-eddy simulation of large-scale structures in long channel flow
• Statistical properties of visibility graph of energy dissipation rates in three-dimensional fully developed turbulence
• Network Structure of Two-Dimensional Decaying Isotropic Turbulence
• Coherent structure coloring: identification of coherent structures from sparse data using graph theory
• A review on turbulent and vortical flow analyses via complex networks
• Visibility graph analysis of wall turbulence time-series
• Visibility graphs of random scalar fields and spatial data
• Lagrangian network analysis of turbulent mixing
• Experimental investigation of vertical turbulent transport of a passive scalar in a boundary layer: statistics and visibility graph analysis
• Extension of QSQH theory of scale interaction in near-wall turbulence to all velocity components

Cited by in corpus (4)

• Visibility network analysis of large-scale intermittency in convective surface layer turbulence
• Coherent structures at the origin of time irreversibility in wall turbulence
• Evolution of clusters of turbulent reattachment due to shear layer instability in flow past a circular cylinder
• Visibility analysis of boundary layer transition