A high order moment method simulating evaporation and advection of a polydisperse liquid spray

In this paper, we tackle the modeling and numerical simulation of sprays and aerosols, that is dilute gas-droplet flows for which polydispersity description is of paramount importance. Starting from a kinetic description for point particles experiencing transport either at the carrier phase velocity for aerosols or at their own velocity for sprays as well as evaporation, we focus on an Eulerian high order moment method in size and consider a system of partial differential equations (PDEs) on a vector of successive integer size moments of order 0 to N, N>2, over a compact size interval. There exists a stumbling block for the usual approaches using high order moment methods resolved with high order finite volume methods: the transport algorithm does not preserve the moment space. Indeed, reconstruction of moments by polynomials inside computational cells coupled to the evolution algorithm can create N-dimensional vectors which fail to be moment vectors: it is impossible to find a size distribution for which there are the moments. We thus propose a new approach as well as an algorithm which is second order in space and time with very limited numerical diffusion and allows to accurately describe the advection process and naturally preserves the moment space. The algorithm also leads to a natural coupling with a recently designed algorithm for evaporation which also preserves the moment space; thus polydispersity is accounted for in the evaporation and advection process, very accurately and at a very reasonable computational cost. These modeling and algorithmic tools are referred to as the Eulerian Multi Size Moment (EMSM) model. We show that such an approach is very competitive compared to multi-fluid approaches, where the size phase space is discretized into several sections and low order moment methods are used in each section, as well as with other existing high order moment methods. An accuracy study assesses the order of the method as well as the low level of numerical diffusion on structured meshes. Whereas the extension to unstructured meshes is provided, we focus in this paper on cartesian meshes and two 2D test-cases are presented: Taylor-Green vortices and turbulent free jets, where the accuracy and efficiency of the approach are assessed.

[1]  J. Réveillon,et al.  Effects of the preferential segregation of droplets on evaporation and turbulent mixing , 2007, Journal of Fluid Mechanics.

[2]  Y. Tambour,et al.  On the origins of spray sectional conservation equations , 1993 .

[3]  D. Kah Taking into account polydispersity for the modeling of liquid fuel injection in internal combustion engines , 2010 .

[4]  R. LeVeque Finite Volume Methods for Hyperbolic Problems: Characteristics and Riemann Problems for Linear Hyperbolic Equations , 2002 .

[5]  Rodney O. Fox,et al.  Optimal Moment Sets for Multivariate Direct Quadrature Method of Moments , 2009 .

[6]  H. Wilhelmsson Mathematical theory of transport processes in gases , 1972 .

[7]  M. Massot Eulerian Multi-Fluid Models for Polydisperse Evaporating Sprays , 2007 .

[8]  H. Grad Principles of the Kinetic Theory of Gases , 1958 .

[9]  Robert McGraw,et al.  Numerical advection of correlated tracers: preserving particle size/composition moment sequences during transport of aerosol mixtures , 2007 .

[10]  Kenneth Denbigh Thermodynamik der Gase , 1971 .

[11]  Henning Struchtrup,et al.  Macroscopic transport equation for rarefied gas flows : approximation methods in kinetic theory , 2005 .

[12]  Olivier Desjardins,et al.  A quadrature-based moment method for dilute fluid-particle flows , 2008, J. Comput. Phys..

[14]  Eulerian models and three-dimensional numerical simulation of polydisperse sprays , 2010 .

[15]  Y. Brenier,et al.  Sticky Particles and Scalar Conservation Laws , 1998 .

[16]  Frédérique Laurent,et al.  NUMERICAL ANALYSIS OF EULERIAN MULTI-FLUID MODELS IN THE CONTEXT OF KINETIC FORMULATIONS FOR DILUTE EVAPORATING SPRAYS , 2006 .

[17]  Shi Jin,et al.  Numerical Approximations of Pressureless and Isothermal Gas Dynamics , 2003, SIAM J. Numer. Anal..

[18]  Rodney O. Fox,et al.  A quadrature-based third-order moment method for dilute gas-particle flows , 2008, J. Comput. Phys..

[19]  Marc Massot,et al.  Eulerian Quadrature-Based Moment Models for Dilute Polydisperse Evaporating Sprays , 2010 .

[20]  A. Sadiki,et al.  A digital filter based generation of inflow data for spatially developing direct numerical or large eddy simulations , 2003 .

[21]  F. Laurent,et al.  Multi-fluid modelling of laminar polydisperse spray flames: origin, assumptions and comparison of sectional and sampling methods , 2001 .

[22]  S. Chandrasekhar Stochastic problems in Physics and Astronomy , 1943 .

[23]  On the role of preferential segregation in flame dynamics in polydisperse evaporating sprays , 2011 .

[24]  G. Strang On the Construction and Comparison of Difference Schemes , 1968 .

[25]  C. Yuan,et al.  Conditional quadrature method of moments for kinetic equations , 2011, J. Comput. Phys..

[26]  Marc Massot,et al.  A high order moment method with mesh movement for the description of a polydisperse evaporating spray , 2010 .

[27]  Holger Dette,et al.  The Theory of Canonical Moments with Applications in Statistics, Probability, and Analysis , 1997 .

[28]  Daniele Marchisio,et al.  Solution of population balance equations using the direct quadrature method of moments , 2005 .

[29]  Marc Massot,et al.  Beyond pressureless gas dynamics: Quadrature-based velocity moment models , 2010 .

[30]  J. Bohbot,et al.  IFP-C3D: an Unstructured Parallel Solver for Reactive Compressible Gas Flow with Spray , 2009 .

[31]  Marc Massot,et al.  Size-velocity correlations in hybrid high order moment/multi-fluid methods for polydisperse evaporating sprays: Modeling and numerical issues , 2013, J. Comput. Phys..

[32]  Marc Massot,et al.  Numerical simulation of spray coalescence in an Eulerian framework: Direct quadrature method of moments and multi-fluid method , 2007, J. Comput. Phys..

[33]  S. Chaisemartin,et al.  EULERIAN MULTI-FLUID MODELS : MODELING AND NUMERICAL METHODS , 2009 .

[34]  F. Bouchut ON ZERO PRESSURE GAS DYNAMICS , 1996 .

[35]  F. Williams Spray Combustion and Atomization , 1958 .

[36]  Jean-Baptiste Mossa Extension polydisperse pour la description Euler-Euler des écoulements diphasiques réactifs , 2005 .

[37]  Zhi Jian Wang,et al.  Realizable high-order finite-volume schemes for quadrature-based moment methods , 2011, J. Comput. Phys..

[38]  Marc Massot,et al.  A Robust Moment Method for Evaluation of the Disappearance Rate of Evaporating Sprays , 2010, SIAM J. Appl. Math..

[39]  L. Mead,et al.  Maximum entropy in the problem of moments , 1984 .

[40]  Doraiswami Ramkrishna,et al.  Population Balances: Theory and Applications to Particulate Systems in Engineering , 2000 .

[41]  Marc Massot,et al.  Combustion for aerospace propulsion Eulerian models for turbulent spray combustion with polydispersity and droplet crossing , 2009 .

[42]  D. Wright,et al.  Numerical advection of moments of the particle size distribution in Eulerian models , 2007 .

[43]  H. Struchtrup Macroscopic transport equations for rarefied gas flows , 2005 .

[44]  Marc Massot,et al.  Eulerian multi-fluid models for the simulation of dynamics and coalescence of particles in solid propellant combustion , 2013, J. Comput. Phys..