Spectral response between particle and fluid kinetic energy in decaying homogeneous isotropic turbulence

TL;DR

This paper extends spectral analysis of particle-fluid energy interactions from stationary to non-stationary turbulence using time-focalized POD, revealing spectral symmetry and proposing a response function model.

Contribution

It introduces a POD-based method to analyze non-stationary particle-laden turbulence, enabling spectral response evaluation in decaying flows, which was previously limited to stationary flows.

Findings

POD modes can represent both fluid and particle velocities in non-stationary turbulence.

Response functions in non-stationary flows can be modeled similarly to stationary cases.

Energy relationships depend on Stokes number and show spectral symmetry.

Abstract

In particle-laden turbulence, the Fourier Lagrangian spectrum of each phase is regularly computed, and analytically derived response functions relate the Lagrangian spectrum of the fluid- and the particle phase. However, due to the periodic nature of the Fourier basis, the analysis is restricted to statistically stationary flows. In the present work, utilizing the bases of time-focalized proper orthogonal decomposition (POD), this analysis is extended to temporally non-stationary turbulence. Studying two-way coupled particle-laden decaying homogeneous isotropic turbulence for various Stokes numbers, it is demonstrated that the temporal POD modes extracted from the dispersed phase may be used for the expansion of both fluid- and particle velocities. The POD Lagrangian spectrum of each phase may thus be computed from the same set of modal building blocks, allowing the evaluation of response functions in a POD frame of reference. Based on empirical evaluations, a model for response functions in non-stationary flows is proposed. The related energies of the two phases is well approximated by simple analytical expressions dependent on the particle Stokes number. It is found that the analytical expressions closely resemble those derived through Fourier analysis of statistically stationary flows. These results suggest the existence of an inherent spectral symmetry underlying the dynamical systems consisting of particle-laden turbulence, a symmetry which spans across stationary/non-stationary particle-laden flow states.