1. Mixing sediment plumes in Gulf of Mexico (image credit: NASA Earth Observatory - http://earthobservatory.nasa.gov) Numerical Simulation of Turbulent Rayleigh- Taylor Instability Induced by the Suspension of Fine Particles Yi-Ju Chou ( 周逸儒 ) Multi-Scale Flow Physics & Computation Lab. Institute of Applied Mechanics National Taiwan University

2. Sediment River Plume image credit: NASA Earth Observatory - http://earthobservatory.nasa.gov) Ocean acidification Phytoplankton bloom Subaqueous ecology Parsons et al, 2001

3. Outline Background and motivation Mathematical formulation Numerical examples of RT instability Summary

4. Physics Background

5. Balachandar & Eaton, Annual Rev. Fluid Mech., 2010 Modeling strategy for dispersed two-phase turbulent flows :

6. Review of Existing Method Single-phase method: Has been employed to study a number of problems related to fine suspensions using DNS, LES, RANS Equilibrium state: A balance between drag and gravitational force Scalar limit: Zero-volume for particles

7. + Basset history term + Saffman lift force : Density ratio : Added-mass coefficient (1/2 for the sphere) : Particle relaxation time Drag Pressure Added mass Gravity Motion of a Sediment Grain

8. Motivation What are we trying to answer? How can the equilibrium state be a good approximation? What else are we missing, and how they effect bulk mixing? Can we improve the current model without too much extra computational effort?

9. Mathematical Formulation A two-way coupled Euler-Euler solid-liquid system

10. Mathematical Formulation A two-phase fractional-step pressure projection method Non-Boussinesq pressure Poison solver: Corrector: Pressure projection

11. Differs from traditional models for solid-gas systems in Three-dimensional turbulence-resolving two-flow system (LES, DNS) Added mass effect (Auton, 1988) Mixture incompressibility (a two-phase pressure projection method) Mathematical Formulation

12. What are we missing? (Chou et al., 2013b) Non-equilibrium particle inertia (NEPI) NEPI effect in the carrier flow (continuous phase) Mixture incompressibility

13. Particle Induced RT Instability -- A numerical study of two-phase effect in suspensions 0.08 m (128) 0.12 m (192) Simulation setup (Chou et al., 2013b)

14. Growth of Initial Perturbations

15. Large-Scale Mixing

16. Growth of mixing zone

17. Energy Spectrum

18. Energetic Slightly higher energy release induced by non-equilibrium particle inertia

19. Energetic Feedbacks to the carrier flow are increasingly important

20. Energetic * * 2-phase modeling without mixture incompressibility Due to mixture incompressibility

21. Summary We aim to investigate effects of missing mechanisms induced by two- phase interactions in the common modeling approach for sediment suspension problems. The two-phase effects include: -- non-equilibrium particle inertia (NEPI); -- NEPI in the carrier fluid; -- mixture incompressibility (MI) A series of numerical experiments of RT reveals that -- In low volume fraction, NEPI slightly enhances the energy budget. -- As concentration increases, NEPI and MI become increasing important, which suppress energy. -- MI is significant to suppress energy budget at high concentration, which accounts for almost ¼ of the reduction of the PE release.

22. Thank you