Assessment of subgrid dispersion models for large eddy simulations of turbulent jet flows with dilute spray droplets

Lorenzo Angelilli, Pietro P. Ciottoli, Francesco Picano, Mauro Valorani, Hong G. Im

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

High fidelity simulations for polydispersed sprays in the Eulerian-Lagrangian framework need to incorporate subgrid-scale effects in the particle evolution equations. Although the quasi-linear evaporation rate formu- lation captures evaporating droplet statistics, further improvement is required when sub-grid scale velocity effects become essential. The subgrid dispersion model strongly affects droplets spatial distribution, and subsequently net evaporation rate, depending on how rapidly they are dispersed into the dry air region. This paper aims to provide physical insights on these aspects by considering four dispersion models: (i) discrete random walk, (ii) approximate deconvolution method, (iii) stochastic model based on the Langevin equa- tion, and (iv) combined approximate deconvolution method with the Langevin equation. Mass and enthalpy transfer source terms together with droplet diameters and particle distributions were compared against corre- sponding direct numerical and large eddy simulations without a model as reference cases. Numerical results at low Stokes and moderate Reynolds numbers indicate that the dispersion model choice does not affect Eulerian field averages or fluctuations. However, proper dispersion models are essential to capture droplet distributions in the far-field region after jet breakup for Stokes number smaller than unity. The unclosed Lagrangian momentum equation without any dispersion model most accurately reproduces direct numerical simulation in the near field.
Original languageEnglish (US)
JournalPhysics of Fluids
DOIs
StatePublished - Jun 16 2022

Bibliographical note

KAUST Repository Item: Exported on 2022-06-20
Acknowledgements: The authors acknowledge the support of King Abdullah University of Science and Technology and the Italian Ministry of University and Research. Computational resources were provided by the King Abdullah University of Science and Technology Supercomputing Laboratory.

ASJC Scopus subject areas

  • Condensed Matter Physics

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