Statistical modeling of the gas–liquid interface using geometrical variables: Toward a unified description of the disperse and separated phase flows

In this work, we investigate an original strategy in order to derive a statistical modeling of the interface in gas-liquid two-phase flows through geometrical variables. The con- tribution is two-fold. First it participates in the theoretical design of a unified reduced- order model for the description of two regimes: a disperse phase in a carrier fluid and two separated phases. The first idea is to propose a statistical description of the in- terface relying on geometrical properties such as the mean and Gauss curvatures and define a Surface Density Function (SDF). The second main idea consists in using such a formalism in the disperse case, where a clear link is proposed between local statistics of the interface and the statistics on objects, such as the number density function in Williams-Boltzmann equation for droplets. This makes essential the use of topolog- ical invariants in geometry through the Gauss-Bonnet formula and allows to include the works conducted on sprays of spherical droplets. It yields a statistical treatment of populations of non-spherical objects such as ligaments, as long as they are home- omorphic to a sphere. Second, it provides an original angle and algorithm in order to build statistics from DNS data of interfacial flows. From the theoretical approach, we identify a kernel for the spatial averaging of geometrical quantities preserving the topological invariants. Coupled to a new algorithm for the evaluation of curvatures and surface that preserves these invariants, we analyze two sets of DNS results conducted with the ARCHER code from CORIA with and without topological changes and assess the approach.

[1]  Marc Massot,et al.  Where does the droplet size distribution come from? , 2018, International Journal of Multiphase Flow.

[2]  M. Doring,et al.  A consistent mass and momentum flux computation method for two phase flows. Application to atomization process , 2017 .

[3]  B. M. Devassy,et al.  Atomization modelling of liquid jets using a two-surface density approach. , 2015 .

[4]  Marc Massot,et al.  Adaptive Mesh Refinement and High Order Geometrical Moment Method for the Simulation of Polydisperse Evaporating Sprays , 2016 .

[5]  Stephen B. Pope,et al.  The evolution of surfaces in turbulence , 1988 .

[6]  Richard Saurel,et al.  Mathematical and numerical modeling of two-phase compressible flows with micro-inertia , 2002 .

[7]  Marc Massot,et al.  Numerical Strategy for Unsteady Two-Way Coupled Polydisperse Sprays: Application to Solid-Rocket Instabilities , 2014 .

[8]  Danna Zhou,et al.  d. , 1840, Microbial pathogenesis.

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

[10]  D. Drew,et al.  Theory of Multicomponent Fluids , 1998 .

[11]  Hervé Guillard,et al.  A five equation reduced model for compressible two phase flow problems , 2005 .

[12]  B. Cuenot,et al.  Large Eddy Simulation of Reactive Two-Phase Flow in an Aeronautical Multipoint Burner , 2013 .

[13]  Macole Sabat Eulerian modeling and numerical methods for the description of turbulent polydisperse sprays. (Modèles euleriens et méthodes numériques pour la description des sprays polydisperses turbulents) , 2016 .

[14]  Philippe Villedieu,et al.  A Compressible Model for Separated Two-Phase Flows Computations , 2002 .

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

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

[17]  M. Massot,et al.  Accounting for Polydispersion in the Eulerian Large Eddy Simulation of the Two-Phase Flow in an Aeronautical-type Burner , 2013, Flow, Turbulence and Combustion.

[18]  S. Zaleski,et al.  Spray formation in a quasiplanar gas-liquid mixing layer at moderate density ratios: A numerical closeup , 2017 .

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

[20]  Olivier Desjardins,et al.  DIRECT NUMERICAL AND LARGE-EDDY SIMULATION OF PRIMARY ATOMIZATION IN COMPLEX GEOMETRIES , 2013 .

[21]  Frédérique Laurent,et al.  Analysis of Operator Splitting in the Nonasymptotic Regime for Nonlinear Reaction-Diffusion Equations. Application to the Dynamics of Premixed Flames , 2014, SIAM J. Numer. Anal..

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

[23]  Marc Massot,et al.  High Order Moment Model for Polydisperse Evaporating Sprays towards Interfacial Geometry Description , 2016, SIAM J. Appl. Math..

[24]  Frédérique Laurent,et al.  Two-size moment multi-fluid model: a robust and high-fidelity description of polydisperse moderately dense evaporating sprays , 2016 .

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

[26]  Marc Massot,et al.  A hierarchy of simple hyperbolic two-fluid models for bubbly flows , 2016, 1607.08233.

[27]  Marc Massot,et al.  Simulation of reactive polydisperse sprays strongly coupled to unsteady flows in solid rocket motors: Efficient strategy using Eulerian Multi-Fluid methods , 2017, J. Comput. Phys..

[28]  Thomas Lewiner,et al.  Efficient Implementation of Marching Cubes' Cases with Topological Guarantees , 2003, J. Graphics, GPU, & Game Tools.

[29]  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..

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

[31]  Emmanuelle Gouillart,et al.  scikit-image: image processing in Python , 2014, PeerJ.

[32]  Marc Massot,et al.  Solution of population balance equations in applications with fine particles: Mathematical modeling and numerical schemes , 2016, J. Comput. Phys..

[33]  N. Ashgriz,et al.  Coalescence and separation in binary collisions of liquid drops , 1990, Journal of Fluid Mechanics.

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

[35]  Marc Massot,et al.  Small-scale kinematics of two-phase flows: identifying relaxation processes in separated- and disperse-phase flow models , 2019, Journal of Fluid Mechanics.

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

[37]  Ross T. Whitaker,et al.  Curvature-based transfer functions for direct volume rendering: methods and applications , 2003, IEEE Visualization, 2003. VIS 2003..

[38]  A. Gray,et al.  Modern Differential Geometry of Curves and Surfaces with Mathematica, Third Edition (Studies in Advanced Mathematics) , 2006 .

[39]  S. Chaisemartin,et al.  EULERIAN MOMENT METHODS FOR AUTOMOTIVE SPRAYS , 2015 .

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

[41]  F. Laurent,et al.  Size-velocity correlations in high order moment methods for polydisperse evaporating sprays: modeling and numerical issues , 2011 .

[42]  Mark Meyer,et al.  Discrete Differential-Geometry Operators for Triangulated 2-Manifolds , 2002, VisMath.

[43]  Florian De Vuyst,et al.  A low diffusive Lagrange-remap scheme for the simulation of violent air-water free-surface flows , 2014, J. Comput. Phys..

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

[45]  M. Massot,et al.  Statistical description of turbulent particle-laden flows in the very dilute regime using the anisotropic Gaussian moment method , 2019, International Journal of Multiphase Flow.

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

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

[48]  Ariane Vallet,et al.  Modélisation eulerienne de l'atomisation d'un jet liquide , 1999 .

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

[50]  Christophe Morel Mathematical Modeling of Disperse Two-Phase Flows , 2015 .

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

[52]  S. Osher,et al.  Level set methods: an overview and some recent results , 2001 .

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

[54]  Marc Massot,et al.  On the Anisotropic Gaussian velocity closure for inertial- particle laden flows , 2015 .

[55]  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 .

[56]  Alfred Gray,et al.  Modern differential geometry of curves and surfaces withmathematica , 1997 .

[57]  D. Drew Evolution of geometric statistics , 1990 .

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

[59]  M. Essadki,et al.  Where does the drop size distribution come from , 2017 .

[60]  M. Herrmann,et al.  A consistent rescaled momentum transport method for simulating large density ratio incompressible multiphase flows using level set methods , 2013 .