Linear response of turbulence

TL;DR

This study investigates the linear response of wind tunnel turbulence to perturbations, comparing experimental results with Kraichnan's theoretical decay model, revealing decay behaviors that differ from predictions and are largely independent of turbulence intensity.

Contribution

The paper provides experimental validation and comparison of turbulence response to Kraichnan's linear response theory, highlighting deviations and the independence from turbulence intensity.

Findings

Response decays slower than predicted by Kraichnan's model.

Decay rate is independent of turbulence intensity.

Decay is faster for larger wave numbers, consistent with theory.

Abstract

We study the response of wind tunnel turbulence to perturbations using an active grid. We compare our findings to Kraichnan's linear response result $R(k,\tau_d) = \exp(-k^2 \: \tau_d^2 \: u^2)$ which predicts a decay of the response with increasing turbulence intensity $u$, wave number of the perturbation $k$ and delay time $\tau_d$ since the perturbation was applied (kraichnan.1964). In our experiments we used two different mechanisms to create a perturbation of a pre--existing and well--developed turbulent flow. In the first case we combine both the turbulence generation and the additional random perturbation in the same active grid. We find that the reponse decays with increasing $\tau_d$, but much slower than predicted, while the decay was virtually independent of the turbulence intensity. In the second type of experiments, we perturb an active grid-generated turbulent flow using a loudspeaker--driven synthetic jet. The perturbation is at a single wave number $k$, placed well inside the inertial range. The response was found to decay with increasing time delay $\tau_d$, while the decay is faster for larger wave numbers, roughly as predicted by Kraichnan's model. However, also in this case the decay rate is independent of the turbulence intensity.