DIRECT NUMERICAL AND LARGE-EDDY SIMULATION OF PRIMARY ATOMIZATION IN COMPLEX GEOMETRIES

A detailed understanding of the driving mechanisms behind primary atomization is crucial to the optimization of sprays for efficient combustion in modern propulsion systems. Many challenges are associated with simulating realistic turbulent atomization, such as the multiplicity of length and time scales of the turbulent flow field and gas-liquid interface, discontinuous fluid properties and pressure at the phase interface, high density ratios that degrade numerical robustness, and complex shapes of spray injectors. These challenges have hindered progress in computational modeling of atomizing two-phase flows, and as a result a complete characterization of all physical processes involved in turbulent atomization has remained elusive. This paper presents a suite of computational tools that have been developed in an effort to simulate primary atomization from first principles. The incompressible Navier-Stokes equations are handled in the context of a high-order accurate, discretely conservative, finite difference solver shown to be ideally suited for direct numerical and large-eddy simulations of turbulence. A conservative level set method is used for interface capture, improved through the use of local re-initialization enabled by an efficient fast marching method. A high-density ratio correction algorithm is employed that leads to tighter coupling between mass and momentum transport. Finally, the use of immersed boundaries allows for modeling of complex geometries without requiring body-fitted meshes, eliminating time spent generating complex grids. The framework outlined herein is shown to have the ability to capture important instabilities for atomizing flows, such as RayleighPlateau and Kelvin-Helmholtz instabilities. Simulations of air-assisted breakup of both planar and coaxial liquid layers are shown to agree well with theoretical and experimental results. This strategy is employed to simulate the breakup of a turbulent liquid jet under diesel conditions, the atomization of a liquid sheet issued from a pressure swirl atomizer, and finally a complete dual-orifice atomizer, leading to qualitative insights on the atomization process. Detailed parallel scaling results are also provided.

[1]  M. Herrmann A Domain Decomposition Parallelization of the Fast Marching Method , 2003 .

[2]  By M. Raessi A level set based method for calculating flux densities in two-phase flows , 2008 .

[3]  R. Fedkiw,et al.  The Ghost Fluid Method for de agration and detonation discontinuities , 1998 .

[4]  J. E. Dendy Black box multigrid for periodic and singular problems , 1988 .

[5]  M. Rudman INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, VOL. 24, 671–691 (1997) VOLUME-TRACKING METHODS FOR INTERFACIAL FLOW CALCULATIONS , 2022 .

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

[7]  Sébastien Tanguy,et al.  Primary Break-up: DNS Of Liquid JetTo Improve Atomization Modelling , 2005 .

[8]  Nikolaus A. Adams,et al.  A conservative immersed interface method for Large-Eddy Simulation of incompressible flows , 2010, J. Comput. Phys..

[9]  Emmanuel Villermaux,et al.  Mixing and Spray Formation in Coaxial Jets , 1998 .

[10]  Joseph C. Oefelein,et al.  Large eddy simulation of turbulent combustion processes in propulsion and power systems , 2006 .

[11]  Iterative modified approximate factorization , 2001 .

[12]  S. Zaleski,et al.  Numerical simulation of droplets, bubbles and waves: state of the art , 2009 .

[13]  S. Osher,et al.  Spatially adaptive techniques for level set methods and incompressible flow , 2006 .

[14]  Gianluca Iaccarino,et al.  IMMERSED BOUNDARY METHODS , 2005 .

[15]  J. Sethian,et al.  FRONTS PROPAGATING WITH CURVATURE DEPENDENT SPEED: ALGORITHMS BASED ON HAMILTON-JACOB1 FORMULATIONS , 2003 .

[16]  Heinz Pitsch,et al.  A spectrally refined interface approach for simulating multiphase flows , 2009, J. Comput. Phys..

[17]  Pascal Ray,et al.  Parallel simulation of multiphase flows using octree adaptivity and the volume-of-fluid method , 2011 .

[18]  Tariq D. Aslam,et al.  A Level Set Algorithm for Tracking Discontinuities in Hyperbolic Conservation Laws II: Systems of Equations , 2003, J. Sci. Comput..

[19]  Heinz Pitsch,et al.  An accurate conservative level set/ghost fluid method for simulating turbulent atomization , 2008, J. Comput. Phys..

[20]  J. E. Dendy,et al.  Black box multigrid for systems , 1986 .

[21]  Olivier Desjardins,et al.  A discontinuous Galerkin conservative level set scheme for interface capturing in multiphase flows , 2013, J. Comput. Phys..

[22]  J A Sethian,et al.  A fast marching level set method for monotonically advancing fronts. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[23]  G. Kerschen,et al.  The Method of Proper Orthogonal Decomposition for Dynamical Characterization and Order Reduction of Mechanical Systems: An Overview , 2005 .

[24]  Markus Braun,et al.  Modeling Primary Atomization , 2013 .

[25]  Olivier Desjardins,et al.  Methods for multiphase flows with high density ratio By , 2010 .

[26]  A. Umemura,et al.  Simulation of liquid jet primary breakup: Dynamics of ligament and droplet formation , 2010 .

[27]  Marcus Herrmann,et al.  A parallel Eulerian interface tracking/Lagrangian point particle multi-scale coupling procedure , 2010, J. Comput. Phys..

[28]  S. Armfield,et al.  A representation of curved boundaries for the solution of the Navier-Stokes equations on a staggered three-dimensional Cartesian grid , 2003 .

[29]  Gunilla Kreiss,et al.  A conservative level set method for two phase flow II , 2005, J. Comput. Phys..

[30]  Marcus Herrmann,et al.  Code verification for finite volume multiphase scalar equations using the method of manufactured solutions , 2012, J. Comput. Phys..

[31]  Cornelis Vuik,et al.  Fast and robust solvers for pressure-correction in bubbly flow problems , 2008, J. Comput. Phys..

[32]  Ron Kimmel,et al.  Fast Marching Methods , 2004 .

[33]  Henk A. van der Vorst,et al.  The performance of FORTRAN implementations for preconditioned conjugate gradients on vector computers , 1986, Parallel Comput..

[34]  Yair Shapira Matrix-Based Multigrid: Theory and Applications , 2008 .

[35]  J. Brackbill,et al.  A continuum method for modeling surface tension , 1992 .

[36]  James A. Sethian,et al.  The Fast Construction of Extension Velocities in Level Set Methods , 1999 .

[37]  P. Moin,et al.  Stochastic Modeling of Atomizing Spray in a Complex Swirl Injector using Large Eddy Simulation , 2009 .

[38]  A. D. Gosman,et al.  Large Eddy Simulation of Primary Diesel Spray Atomization , 2004 .

[39]  Kamel Fezzaa,et al.  Ultrafast X-ray study of dense-liquid-jet flow dynamics using structure-tracking velocimetry , 2008 .

[40]  S. Zaleski,et al.  DIRECT NUMERICAL SIMULATION OF FREE-SURFACE AND INTERFACIAL FLOW , 1999 .

[41]  P. Moin Large eddy simulation of multi-phase turbulent flows in realistic combustors , 2004 .

[42]  S. Osher,et al.  A Simple Level Set Method for Solving Stefan Problems , 1997, Journal of Computational Physics.

[43]  L. Fuchs,et al.  Effect of Droplet Size and Atomization on Spray Formation: A Priori Study Using Large-Eddy Simulation , 2011 .

[44]  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 .

[45]  A. Lefebvre Atomization and Sprays , 1988 .

[46]  P. Moin,et al.  Large-Eddy Simulation of Evaporating Spray in a Coaxial Combustor , 2009 .

[47]  C. Meneveau,et al.  A Lagrangian dynamic subgrid-scale model of turbulence , 1994, Journal of Fluid Mechanics.

[48]  S. Osher,et al.  Regular Article: A PDE-Based Fast Local Level Set Method , 1999 .

[49]  Heinz Pitsch,et al.  High order conservative finite difference scheme for variable density low Mach number turbulent flows , 2007, J. Comput. Phys..

[50]  Pascal Ray,et al.  Simulation of primary atomization with an octree adaptive mesh refinement and VOF method , 2009 .

[51]  Alex M. Andrew,et al.  Level Set Methods and Fast Marching Methods: Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science (2nd edition) , 2000 .

[52]  Ronald Fedkiw,et al.  A Boundary Condition Capturing Method for Multiphase Incompressible Flow , 2000, J. Sci. Comput..

[53]  Philippe Marmottant,et al.  On spray formation , 2004, Journal of Fluid Mechanics.

[54]  S. Osher,et al.  A Non-oscillatory Eulerian Approach to Interfaces in Multimaterial Flows (the Ghost Fluid Method) , 1999 .

[55]  W. Jones,et al.  Large eddy simulation of spray atomization with stochastic modeling of breakup , 2010 .

[56]  Olivier Desjardins,et al.  A localized re-initialization equation for the conservative level set method , 2014, J. Comput. Phys..

[57]  C. W. Hirt,et al.  Volume of fluid (VOF) method for the dynamics of free boundaries , 1981 .

[58]  M. Rudman A Volume-Tracking Method for Incompressible Multifluid Flows with Large Density Variations , 1998 .

[59]  A. Cartellier,et al.  Assisted atomization of a liquid layer: investigation of the parameters affecting the mean drop size prediction, , 2006 .

[60]  Olivier Desjardins,et al.  A ghost fluid, level set methodology for simulating multiphase electrohydrodynamic flows with application to liquid fuel injection , 2010, J. Comput. Phys..

[61]  D. Hartmann,et al.  A strictly conservative Cartesian cut-cell method for compressible viscous flows on adaptive grids , 2011 .

[62]  S. Osher,et al.  Regular Article: A PDE-Based Fast Local Level Set Method , 1999 .

[63]  Heinz Pitsch,et al.  Large-eddy simulation of turbulent reacting flows , 2008 .

[64]  P. Woodward,et al.  SLIC (Simple Line Interface Calculation) , 1976 .

[65]  Tariq D. Aslam,et al.  A level-set algorithm for tracking discontinuities in hyperbolic conservation laws , 2001 .

[66]  J. E. Dendy Black box multigrid for nonsymmetric problems , 1983 .

[67]  H. V. D. Vorst,et al.  Conjugate gradient type methods and preconditioning , 1988 .

[68]  Ronald Fedkiw,et al.  Regular Article: The Ghost Fluid Method for Deflagration and Detonation Discontinuities , 1999 .

[69]  J. Dendy Black box multigrid , 1982 .