open access publication

Article, 2023

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

Physics of Fluids, ISSN 1089-7666, 1070-6631, Volume 35, 5, Page 053333, 10.1063/5.0144991

Contributors

Schiødt, Martin 0000-0002-0106-6808 (Corresponding author) [1] Hodžić, Azur 0000-0003-1307-5290 [1] Evrard, Fabien 0000-0002-5421-1714 [2] Hausmann, Max 0000-0002-4342-4749 [2] Van Wachem, Berend G M [2] Velte, Clara Marika 0000-0002-8657-0383 [1]

Affiliations

  1. [1] Technical University of Denmark
  2. [NORA names: DTU Technical University of Denmark; University; Denmark; Europe, EU; Nordic; OECD];
  3. [2] Otto-von-Guericke University Magdeburg
  4. [NORA names: Germany; Europe, EU; OECD]

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 the 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.

Keywords

Fourier, Fourier analysis, Fourier basis, Lagrangian spectra, POD modes, Proper Orthogonal Decomposition, Stokes, Stokes number, analysis, analytical expressions, basis, block, building blocks, decomposition, dispersed phase, dynamical systems, empirical evaluation, energy, evaluation, expansion, expression, flow, flow state, fluid, fluid kinetic energy, frame of reference, function, homogeneous isotropic turbulence, isotropic turbulence, kinetic energy, mode, model, nature, non-stationary flow, non-stationary turbulence, number, orthogonal decomposition, particle Stokes number, particle phase, particle velocity, particle-laden, particle-laden turbulence, particles, periodic nature, phase, reference, response, response function, results, spectra, spectral response, spectral symmetry, state, symmetry, system, temporal POD modes, turbulence, velocity

Funders

  • European Research Council
  • European Commission

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