Modelling binary alloy solidification with adaptive mesh refinement

Abstract The solidification of a binary alloy results in the formation of a porous mushy layer, within which spontaneous localisation of fluid flow can lead to the emergence of features over a range of spatial scales. We describe a finite volume method for simulating binary alloy solidification in two dimensions with local mesh refinement in space and time. The coupled heat, solute, and mass transport is described using an enthalpy method with flow described by a Darcy-Brinkman equation for flow across porous and liquid regions. The resulting equations are solved on a hierarchy of block-structured adaptive grids. A projection method is used to compute the fluid velocity, whilst the viscous and nonlinear diffusive terms are calculated using a semi-implicit scheme. A series of synchronization steps ensure that the scheme is flux-conservative and correct for errors that arise at the boundaries between different levels of refinement. We also develop a corresponding method using Darcy's law for flow in a porous medium/narrow Hele-Shaw cell. We demonstrate the accuracy and efficiency of our method using established benchmarks for solidification without flow and convection in a fixed porous medium, along with convergence tests for the fully coupled code. Finally, we demonstrate the ability of our method to simulate transient mushy layer growth with narrow liquid channels which evolve over time.

[1]  P. Roberts,et al.  A THERMODYNAMICALLY CONSISTENT MODEL OF A MUSHY ZONE , 1983 .

[2]  D. N. Riahi,et al.  On weakly nonlinear convection in mushy layers during solidification of alloys , 2008, Journal of Fluid Mechanics.

[3]  M. Grae Worster,et al.  Desalination processes of sea ice revisited , 2009 .

[4]  A. Fowler The Formation of Freckles in Binary Alloys , 1985 .

[5]  Daniel F. Martin,et al.  A Cell-Centered Adaptive Projection Method for the Incompressible Euler Equations , 2000 .

[6]  A. Karma,et al.  Regular Article: Modeling Melt Convection in Phase-Field Simulations of Solidification , 1999 .

[7]  G. Homsy,et al.  Nonlinear analysis of buoyant convection in binary solidification with application to channel formation , 1993, Journal of Fluid Mechanics.

[8]  H. Huppert,et al.  the phase evolution of Young Sea Ice , 1997 .

[9]  P. Kundu Chapter 4 – Conservation Laws , 1990 .

[10]  W. Mullins Stability of a Planar Interface During Solidification of a Dilute Binary Alloy , 1964 .

[11]  F. Erchiqui,et al.  Convective flow and heat transfer in a tall porous cavity side-cooled with temperature profile , 2009 .

[12]  S. Orszag,et al.  Nonlinear mushy-layer convection with chimneys: stability and optimal solute fluxes , 2012, Journal of Fluid Mechanics.

[13]  J. Tison,et al.  Visualizing brine channel development and convective processes during artificial sea-ice growth using Schlieren optical methods , 2016, Journal of Glaciology.

[14]  John Shalf,et al.  Scalability challenges for massively parallel AMR applications , 2009, 2009 IEEE International Symposium on Parallel & Distributed Processing.

[15]  Mark F. Adams,et al.  Chombo Software Package for AMR Applications Design Document , 2014 .

[16]  M. Berger,et al.  Adaptive mesh refinement for hyperbolic partial differential equations , 1982 .

[17]  R. Watts,et al.  Growth of and brine drainage from NaCl‐H2O freezing: A simulation of young sea ice , 2004 .

[18]  S. Felicelli,et al.  Modeling Freckle Segregation with Mesh Adaptation , 2011 .

[19]  M. Grae Worster,et al.  CONVECTION IN MUSHY LAYERS , 1997 .

[20]  Richard F. Katz,et al.  Simulation of directional solidification, thermochemical convection, and chimney formation in a Hele-Shaw cell , 2008, J. Comput. Phys..

[21]  P. Colella,et al.  A Cartesian Grid Embedded Boundary Method for Poisson's Equation on Irregular Domains , 1998 .

[22]  C. Jaupart,et al.  Compositional convection in a reactive crystalline mush and melt differentiation , 1992 .

[23]  Department of Physics,et al.  EFFICIENT COMPUTATION OF DENDRITIC MICROSTRUCTURES USING ADAPTIVE MESH REFINEMENT , 1998 .

[24]  William L. Briggs,et al.  A multigrid tutorial , 1987 .

[25]  Phillip Colella,et al.  A cell-centered adaptive projection method for the incompressible Navier-Stokes equations in three dimensions , 2007, J. Comput. Phys..

[26]  M. Grae Worster,et al.  Natural convection in a mushy layer , 1991, Journal of Fluid Mechanics.

[27]  R. Löhner An adaptive finite element scheme for transient problems in CFD , 1987 .

[28]  T. Schulze,et al.  A numerical investigation of steady convection in mushy layers during the directional solidification of binary alloys , 1998, Journal of Fluid Mechanics.

[29]  H. Huppert,et al.  Conditions for defect-free solidification of aqueous ammonium chloride in a quasi two-dimensional directional solidification facility , 2008 .

[30]  A. D. Solomon,et al.  Mathematical Modeling Of Melting And Freezing Processes , 1992 .

[31]  J. Saltzman,et al.  An unsplit 3D upwind method for hyperbolic conservation laws , 1994 .

[32]  P. Colella,et al.  Local adaptive mesh refinement for shock hydrodynamics , 1989 .

[33]  S. Felicelli,et al.  Finite element analysis of directional solidification of multicomponent alloys , 1998 .

[34]  B. Gustafsson The convergence rate for difference approximations to mixed initial boundary value problems , 1975 .

[35]  P. Colella,et al.  A Conservative Adaptive Projection Method for the Variable Density Incompressible Navier-Stokes Equations , 1998 .

[36]  H. Huppert,et al.  Steady-state mushy layers: experiments and theory , 2006, Journal of Fluid Mechanics.

[37]  K. N. Seetharamu,et al.  Natural convective heat transfer in a fluid saturated variable porosity medium , 1997 .

[38]  T. Schulze,et al.  Weak convection, liquid inclusions and the formation of chimneys in mushy layers , 1999, Journal of Fluid Mechanics.

[39]  M. Grae Worster,et al.  Solidification of a binary alloy: Finite-element, single-domain simulation and new benchmark solutions , 2006, J. Comput. Phys..

[40]  M. Worster,et al.  Steady-state chimneys in a mushy layer , 2002, Journal of Fluid Mechanics.

[41]  C. F. Chen Experimental study of convection in a mushy layer during directional solidification , 1995, Journal of Fluid Mechanics.

[42]  M. Rappaz,et al.  Modelling of macrosegregation during solidification processes using an adaptive domain decomposition method , 2003 .

[43]  Nikolas Provatas,et al.  Seaweed to dendrite transition in directional solidification. , 2003, Physical review letters.

[44]  T. Solomon,et al.  Measurements of the temperature field of mushy and liquid regions during solidification of aqueous ammonium chloride , 1998, Journal of Fluid Mechanics.

[45]  Frans Pretorius,et al.  Adaptive mesh refinement for coupled elliptic-hyperbolic systems , 2006, J. Comput. Phys..

[46]  M. Bergman,et al.  Chimneys on the Earth's inner‐outer core boundary? , 1994 .

[47]  Christoph Beckermann,et al.  Natural convection solid/liquid phase change in porous media , 1988 .

[48]  M. Worster Solidification of an alloy from a cooled boundary , 1986, Journal of Fluid Mechanics.

[49]  A. F. Giamei,et al.  The origin of freckles in unidirectionally solidified castings , 1970, Metallurgical and Materials Transactions B.

[50]  M. Worster,et al.  Weakly nonlinear analysis of convection in mushy layers during the solidification of binary alloys , 1995, Journal of Fluid Mechanics.

[51]  M. Worster Instabilities of the liquid and mushy regions during solidification of alloys , 1992, Journal of Fluid Mechanics.