# Energy cascades in active-grid-generated turbulent flows

## TL;DR

This study investigates energy cascades in active-grid-generated turbulence in a wind tunnel, comparing two protocols and revealing different dissipation scalings and the influence of inlet conditions on turbulence properties.

## Contribution

It introduces a comparative analysis of standard triple-random and open static grid protocols, highlighting their distinct turbulence scaling behaviors and a simple theoretical model for energy dissipation.

## Key findings

- Triple-random protocol follows classical energy dissipation scaling with Reynolds number independence.
- Open-static grid exhibits non-equilibrium turbulence scaling with Reynolds number dependence.
- A simple model predicts energy dissipation based on zero-crossings of velocity fluctuations.

## Abstract

The energy cascade and diverse turbulence properties of active-grid-generated turbulence were studied in a wind tunnel via hot-wire anemometry. To this aim, two active grid protocols were considered. The first protocol is the standard triple-random mode, where the grid motors are driven with random rotation rates and directions, which are changed randomly in time. This protocol has been extensively used due to its capacity to produce higher values of $Re_\lambda$ than its passive counter part, with good statistical homogeneity and isotropy. The second protocol was a static or open grid mode, where all grid blades were completely open, yielding the minimum blockage attainable with our grid. Centreline streamwise profiles were measured for both protocols and several inlet velocities. It was found that the turbulent flow generated with the triple-random protocol evolved in the streamwise direction consistently with an energy dissipation scaling of the form $\varepsilon=C_\varepsilon u^{\prime3}/L$, with $C_\varepsilon$ being a constant, $L$ the longitudinal integral length-scale, and $u^\prime$ the rms of the longitudinal velocity fluctuations. Conversely for the open-static grid, the energy dissipation followed a non-equilibrium turbulence scaling, namely, $C_\varepsilon \sim Re_G/Re_L$, where $Re_G$ is a global Reynolds number based on the inlet conditions of the flow, and $Re_L$ is based on the local properties of the flow downstream the grid. Furthermore, this open-static grid mode scaling exhibits important differences with other grids, as the downstream location of the peak of turbulence intensity is a function of the inlet velocity. It was also found that a rather simple theoretical model can predict the value of $C_\varepsilon$ based on the number density of zero-crossings of the longitudinal velocity fluctuations. This theory is valid for both active grid operating protocols.