Joint PDF model in homogenous turbulence
Mixing models for closure of the scalar joint probability density function (jPDF)
in Reynolds-Averaged Navier-Stokes (RANS) or the scalar joint filtered density
function (jFDF) in Large Eddy Simulation (LES) often employ a constant mixing frequency
for all scalars and do not account for the effects of chemical reaction. This study
compares the performance of several different mixing models with regard to their ability
to predict three-stream mixing and nonpremixed flame extinction/reignition dynamics in
homogeneous turbulence. The mixing models considered include Interaction by Exchange with
the Mean (IEM), the Modified Curl (MC), the Euclidean Minimum Spanning Tree (EMST), and
the method of Multiple Mapping Conditioning (MMC) (the latter only in the context of pure
mixing). The jPDF predictions from the different mixing models are compared to results
obtained from Linear Eddy Model (LEM) simulations.
Below is an animation of (clockwise from left) (1) particles in a box colored by
temperature (2) joint PDF of reactants (3) joint PDF of reactant and product
(4) Evolution of scalar means and (5) evolution of PDF conditioned on stoichiometric.


LES/FMDF of idealized non-premixed flames
The next part of the study investigates the effect of using the same three subgrid mixing
models on the dynamics of flame extinction and reignition, using a hybrid LES and
Filtered Mass Density Function (FMDF) approach.
An idealized, piloted non-premixed jet flame with a one-step exothermic reaction
F + rOx -- (1+r)P is studied with chemical kinetics parameters chosen to
result in local extinction and reignition for the given Reynolds number. The
relative performance of the mixing models is considered regarding
extinction/reignition dynamics through examination of instantaneous flame images
and scatter plots, as well as relevant statistical measures.
Below is an animation of the temperature and reaction rate contours in an idealized
turbulent flame with the white circle indicating the region of localized extinction.

Modeling realistic flames using LES in FLUENT
Below is an animation of temperature contours of the Sandia flame D [1] using the
partially premixed combustion model is FLUENT.

[1] Barlow, R. S., and Frank, J.H., Proc. Combust. Inst., 27: 1087, (1998).
Prof. Frankel's MAIN PAGE