A streamwise-constant model of turbulent pipe flow

TL;DR

This paper introduces a simple, streamwise-constant model to study the mechanisms behind flow transition in pipes, capturing key features of turbulence and streak formation with minimal assumptions.

Contribution

The model demonstrates that linear and nonlinear effects are essential for mean flow change and reproduces turbulence features using stochastic forcing and minimal regeneration mechanisms.

Findings

Model reproduces streak distribution similar to experimental observations

Flow exhibits a self-sustaining cycle of streamwise-constant puffs

Flow dynamics are insensitive to specific vortex regeneration mechanisms

Abstract

A streamwise-constant model is presented to investigate the basic mechanisms responsible for the change in mean flow occuring during pipe flow transition. Using a single forced momentum balance equation, we show that the shape of the velocity profile is robust to changes in the forcing profile and that both linear non-normal and nonlinear effects are required to capture the change in mean flow associated with transition to turbulence. The particularly simple form of the model allows for the study of the momentum transfer directly by inspection of the equations. The distribution of the high- and low-speed streaks over the cross-section of the pipe produced by our model is remarkably similar to one observed in the velocity field near the trailing edge of the puff structures present in pipe flow transition. Under stochastic forcing, the model exhibits a quasi-periodic self-sustaining cycle characterized by the creation and subsequent decay of "streamwise-constant puffs", so-called due to the good agreement between the temporal evolution of their velocity field and the projection of the velocity field associated with three-dimensional puffs in a frame of reference moving at the bulk velocity. We establish that the flow dynamics are relatively insensitive to the regeneration mechanisms invoked to produce near-wall streamwise vortices and that using small, unstructured background disturbances to regenerate the streamwise vortices is sufficient to capture the formation of the high- and low-speed streaks and their segregation leading to the blunting of the velocity profile characteristic of turbulent pipe flow.