EULERIAN MOMENT METHODS FOR AUTOMOTIVE SPRAYS

To assist industrial engine design, 3D simulations are increasingly used as they allow evaluation of a wide range of engine configurations and operating conditions and bring a comprehension of the underlying physics comple-mentary to experiments. While the gaseous flow description has reached a certain level of maturity, the multiphase flow description involving the liquid jet fuel injected into the chamber still faces some major challenges. There is a pressing need for a spray model that is time efficient and accurately describes the fuel-particle cloud dynamics downstream of the injector, which is an essential prerequisite for predictive combustion simulations. Due to the highly unsteady nature of the flow following the high-pressure injection process and the complexity of the flow regimes from separated/dense compressible phases to fully developed turbulent spray with evaporating droplets, Eulerian-Eulerian descriptions of two-phase flows are seen as very promising approaches towards realistic and predictive simulations of the mixing process. However they require some effort in terms of physical modeling and numerical analysis related to the more complex mathematical structure of the system of equations and to the unclosed terms appearing in space/time-average equations. Among the various challenges faced, one critical as-pect is to capture spray polydispersity in this framework. A review of recent developments that have permitted key advances in the spray modeling community is proposed in this paper. It is divided into four parts. First, an introduction to automotive spray modeling is provided. Then the formalisms for the description of the disperse region of an engine spray are presented with particular emphasis on the pros and cons of classical Lagrangian par-ticle methods versus Eulerian approaches. The third part presents the motivation for and the recent developments of Eulerian high-order moment methods for size polydispersion. Finally, the extension to fully two-way coupled interactions with the gas phase and the implementation of such methods for variable-geometry applications in CFD codes is described in the fourth part. Using realistic direct injection conditions computed with the IFP-C3D solver, the application and efficiency of Eulerian approaches is illustrated.

[1]  R. H. Fowler The Mathematical Theory of Non-Uniform Gases , 1939, Nature.

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

[3]  G. S. Patterson,et al.  DIFFUSION EXPERIMENTS WITH NUMERICALLY INTEGRATED ISOTROPIC TURBULENCE. , 1974 .

[4]  M. Ishii Thermo-fluid dynamic theory of two-phase flow , 1975 .

[5]  F. E. Marble,et al.  The coherent flame model for turbulent chemical reactions. Final report 1 Mar 75--31 Jan 77 , 1977 .

[6]  J. Dukowicz A particle-fluid numerical model for liquid sprays , 1980 .

[7]  D. Drew Mathematical Modeling of Two-Phase Flow , 1983 .

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

[9]  M. Baer,et al.  A two-phase mixture theory for the deflagration-to-detonation transition (ddt) in reactive granular materials , 1986 .

[10]  John B. Heywood,et al.  Internal combustion engine fundamentals , 1988 .

[11]  William A. Sirignano,et al.  Droplet vaporization model for spray combustion calculations , 1988 .

[12]  A. A. Amsden,et al.  KIVA-II: A Computer Program for Chemically Reactive Flows with Sprays , 1989 .

[13]  Thierry Poinsot,et al.  Flame Stretch and the Balance Equation for the Flame Area , 1990 .

[14]  W. T. Grandy,et al.  Kinetic theory : classical, quantum, and relativistic descriptions , 2003 .

[15]  Asymptotic analysis of a premixed polydisperse spray flame , 1991 .

[16]  G. Tryggvason,et al.  A front-tracking method for viscous, incompressible, multi-fluid flows , 1992 .

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

[18]  G. Bird Molecular Gas Dynamics and the Direct Simulation of Gas Flows , 1994 .

[19]  Christophe Morel Modélisation multidimensionnelle des écoulements diphasiques gaz - liquide : application à la simulation des écoulements à bulles ascendants en conduite verticale , 1997 .

[20]  E. Toro Riemann Solvers and Numerical Methods for Fluid Dynamics , 1997 .

[21]  C. W. Hirt,et al.  An Arbitrary Lagrangian-Eulerian Computing Method for All Flow Speeds , 1997 .

[22]  Robert McGraw,et al.  Description of Aerosol Dynamics by the Quadrature Method of Moments , 1997 .

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

[24]  K. Bray,et al.  DNS study of spray vaporization and turbulent micro-mixing , 1998 .

[25]  J. Bellan,et al.  Direct numerical simulation of a confined three-dimensional gas mixing layer with one evaporating hydrocarbon-droplet-laden stream , 1999, Journal of Fluid Mechanics.

[26]  Aldo Tagliani,et al.  Hausdorff moment problem and maximum entropy: A unified approach , 1999, Appl. Math. Comput..

[27]  R. Abgrall,et al.  A Multiphase Godunov Method for Compressible Multifluid and Multiphase Flows , 1999 .

[28]  E. Loth Numerical approaches for motion of dispersed particles, droplets and bubbles , 2000 .

[29]  Shankar Subramaniam,et al.  Statistical representation of a spray as a point process , 2000 .

[30]  M. Ruger,et al.  EULER/LAGRANGE CALCULATIONS OF TURBULENT SPRAYS: THE EFFECT OF DROPLET COLLISIONS AND COALESCENCE , 2000 .

[31]  Statistical modeling of sprays using the droplet distribution function , 2001 .

[32]  A. Burluka,et al.  DEVELOPMENT OF A EULERIAN MODEL FOR THE “ATOMIZATION” OF A LIQUID JET , 2001 .

[33]  Combustion stationnaire et instationnaire de mélanges diphasiques , 2001 .

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

[35]  D. E. Rosner,et al.  Bivariate Extension of the Quadrature Method of Moments for Modeling Simultaneous Coagulation and Sintering of Particle Populations. , 2001, Journal of colloid and interface science.

[36]  C. Villani Chapter 2 – A Review of Mathematical Topics in Collisional Kinetic Theory , 2002 .

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

[38]  Daniel Lhuillier,et al.  A mean-field description of two-phase flows with phase changes , 2003 .

[39]  J. Borée,et al.  Gas–droplet turbulent velocity correlations and two-phase interaction in an axisymmetric jet laden with partly responsive droplets , 2003 .

[40]  O. Metayer Modélisation et résolution de la propagation de fronts perméables. Application aux fronts d'évaporation et de détonation , 2003 .

[41]  Thomas B. Gatski,et al.  An explicit algebraic Reynolds stress and heat flux model for incompressible turbulence: Part I Non-isothermal flow , 2004 .

[42]  F. Laurent,et al.  Eulerian multi-fluid modeling for the numerical simulation of coalescence in polydisperse dense liquid sprays , 2004 .

[43]  K. Squires,et al.  Partitioning of particle velocities in gas–solid turbulent flows into a continuous field and a spatially uncorrelated random distribution: theoretical formalism and numerical study , 2005, Journal of Fluid Mechanics.

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

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

[46]  Marcus Herrmann,et al.  A Eulerian level set/vortex sheet method for two-phase interface dynamics , 2005 .

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

[48]  B. Truchot Développement et validation d'un modèle eulérien en vue de la simulation des jets de carburants dans les moteurs à combustion interne , 2005 .

[49]  S. Jay,et al.  Combined surface density concepts for dense spray combustion , 2006 .

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

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

[52]  Simulation aux grandes échelles de l'allumage diphasique des foyers aéronautiques , 2007 .

[53]  Nicolas Lamarque Schémas numériques et conditions limites pour la simulation aux grandes échelles de la combustion diphasique dans les foyers d'hélicoptère , 2007 .

[54]  J. Réveillon Direct Numerical Simulation of Sprays: Turbulent Dispersion, Evaporation and Combustion , 2007 .

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

[56]  F. X. Demoulin,et al.  A new model for turbulent flows with large density fluctuations : application to liquid atomization , 2007 .

[57]  T. Ménard,et al.  Coupling level set/VOF/ghost fluid methods: Validation and application to 3D simulation of the primary break-up of a liquid jet , 2007 .

[58]  Rodney O. Fox,et al.  Introduction and Fundamentals of Modeling Approaches for Polydisperse Multiphase Flows , 2007 .

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

[60]  A. Yu,et al.  Discrete particle simulation of particulate systems: Theoretical developments , 2007 .

[61]  Christophe Dumouchel,et al.  On the experimental investigation on primary atomization of liquid streams , 2008 .

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

[63]  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..

[64]  Contribution à l'étude des brouillards denses et dilués par la simulation numérique Euler-Euler et Euler-Lagrange , 2008 .

[65]  Marcus Herrmann,et al.  A balanced force refined level set grid method for two-phase flows on unstructured flow solver grids , 2008, J. Comput. Phys..

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

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

[68]  V. M. Alipchenkov,et al.  An Eulerian approach for large eddy simulation of particle transport in turbulent flows , 2009 .

[69]  F. X. Demoulin,et al.  Numerical simulation of primary break-up and atomization: DNS and modelling study , 2009 .

[71]  S. Balachandar,et al.  Turbulent Dispersed Multiphase Flow , 2010 .

[72]  A. Vie Simulation aux grandes échelles d'écoulements diphasiques turbulents à phase liquide dispersée , 2010 .

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

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

[75]  Dennis L. Siebers,et al.  Relationship Between Diesel Fuel Spray Vapor Penetration/Dispersion and Local Fuel Mixture Fraction , 2011 .

[76]  Philippe Villedieu,et al.  Numerical Modeling of Dispersed Two-Phase Flows , 2011 .

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

[78]  F. Laurent,et al.  An extended quadrature method of moments for population balance equations , 2003 .

[79]  Vincent Perrier,et al.  Runge-Kutta discontinuous Galerkin method for the approximation of Baer and Nunziato type multiphase models , 2012, J. Comput. Phys..

[80]  Marc Massot,et al.  A high order moment method simulating evaporation and advection of a polydisperse liquid spray , 2012, J. Comput. Phys..

[81]  M. Massot,et al.  On the Direct Numerical Simulation of moderate-Stokes-number turbulent particulate flows using Algebraic-Closure-Based and Kinetic-Based Moment Methods , 2012 .

[82]  F. Laurent,et al.  An efficient and accurate numerical strategy for two-way coupling in unsteady polydisperse moderately dense sprays : application to Solid Rocket Motor instabilities , 2012 .

[83]  O. Simonin,et al.  An algebraic-closure-based momentmethod for unsteady Eulerian modeling of non-isothermal particle-laden turbulent flows in very dilute regime and high Stokes number , 2012 .

[85]  Vincent Perrier,et al.  Runge–Kutta discontinuous Galerkin method for interface flows with a maximum preserving limiter , 2012 .

[86]  S. Subramaniam,et al.  Two-way coupled stochastic model for dispersion of inertial particles in turbulence , 2012, Journal of Fluid Mechanics.

[87]  P. Sanchez,et al.  MODELING THE DISPERSION AND EVAPORATION OF SPRAYS IN AERONAUTICAL COMBUSTION CHAMBERS , 2012 .

[88]  Contribution à la simulation numérique directe de l'ébullition , 2013 .

[89]  Olivier Desjardins,et al.  An Euler-Lagrange strategy for simulating particle-laden flows , 2013, J. Comput. Phys..

[90]  Atomization modeling of liquid jets using an Eulerian-Eulerian model and a surface density approach , 2013 .

[91]  Heinz Pitsch,et al.  A monotonicity preserving conservative sharp interface flow solver for high density ratio two-phase flows , 2013, J. Comput. Phys..

[92]  Olivier Colin,et al.  Evaluation of Different Tabulation Techniques Dedicated to the Prediction of the Combustion and Pollutants Emissions on a Diesel Engine with 3D CFD , 2013 .

[93]  Stéphane Jay,et al.  Numerical and Experimental Investigation of Combustion Regimes in a Dual Fuel Engine , 2013 .

[94]  François Doisneau Eulerian modeling and simulation of polydisperse moderately dense coalescing spray flows with nanometric-to-inertial droplets : application to Solid Rocket Motors , 2013 .

[95]  Marc Massot,et al.  A hierarchy of Eulerian models for trajectory crossing in particle-laden turbulent flows over a wide range of Stokes numbers , 2013 .

[96]  R. Fox On multiphase turbulence models for collisional fluid–particle flows , 2014, Journal of Fluid Mechanics.

[97]  O. Simonin,et al.  Development of an algebraic-closure-based moment method for unsteady Eulerian simulations of particle-laden turbulent flows in very dilute regime , 2014 .

[98]  Towards Eulerian Modeling of a Polydisperse Evaporating Spray Under Realistic Internal-Combustion-Engine Conditions , 2014 .

[99]  O. Emre Modeling of spray polydispersion with two-way turbulent interactions for high pressure direct injection in engines , 2014 .

[100]  Marc Massot,et al.  High order moment method for polydisperse evaporating sprays with mesh movement: Application to internal combustion engines , 2015 .

[101]  T. Poinsot,et al.  Evaluation of numerical strategies for LES of two-phase reacting flows , 2022 .