Modeling heat transfer subject to inhomogeneous Neumann boundary conditions by smoothed particle hydrodynamics and peridynamics

Abstract Nonzero fluxes going through boundaries/interfaces are normally observed in heat transfer, which in general can be described as inhomogeneous Neumann boundary conditions (BCs). Both smoothed particle hydrodynamics (SPH) and peridynamics have been employed for modeling heat transfer or thermal diffusion processes. The former is a numerical method used to approximate the solutions of classical heat diffusion PDEs. The latter provides a nonlocal model for heat diffusion. They both employ a nonlocal formulation, which requires a full support of the nonlocal kernel to ensure accuracy. In this work, we propose a new, higher-order method to enforce inhomogeneous Neumann BCs in SPH and peridynamic model for heat transfer problems. In that, fictitious layers of (ghost) particles are needed to guarantee full support of the nonlocal kernel. The temperature is extrapolated to the ghost particles based on the Taylor expansion and the BC to be imposed. By such, no additional term is introduced into the heat equation; meanwhile, the numerical solutions converge to the classical solutions with notably improved accuracy. To validate, assess, and demonstrate the proposed method, we simulate different transient or steady heat transfer problems subject to linear or nonlinear BCs, including heat conduction, natural convection, and presence of insulated cracks. The numerical results are compared with the exact solutions of classical PDEs, solutions of other numerical methods, or experimental data.

[1]  Sang-Wook Lee,et al.  A numerical study on unsteady natural/mixed convection in a cavity with fixed and moving rigid bodies using the ISPH method , 2018 .

[2]  J. Monaghan Simulating Free Surface Flows with SPH , 1994 .

[3]  A. K. Das,et al.  Modeling of liquid-vapor phase change using smoothed particle hydrodynamics , 2015, J. Comput. Phys..

[4]  D. Violeau,et al.  Smoothed particle hydrodynamics (SPH) for free-surface flows: past, present and future , 2016 .

[5]  A. Aly,et al.  Incompressible smoothed particle hydrodynamics (ISPH) method for natural convection in a nanofluid-filled cavity including rotating solid structures , 2018, International Journal of Mechanical Sciences.

[6]  M. Orhan,et al.  ISPH modelling of transient natural convection , 2013 .

[7]  Kyungjoo Kim,et al.  Modeling electrokinetic flows by consistent implicit incompressible smoothed particle hydrodynamics , 2017, J. Comput. Phys..

[8]  Nathan A. Baker,et al.  Numerical calculation of protein-ligand binding rates through solution of the Smoluchowski equation using smoothed particle hydrodynamics , 2015, BMC biophysics.

[9]  Richard J Goldstein,et al.  An experimental and theoretical study of natural convection in the annulus between horizontal concentric cylinders , 1976, Journal of Fluid Mechanics.

[10]  A. Nassiri,et al.  Depiction of interfacial morphology in impact welded Ti/Cu bimetallic systems using smoothed particle hydrodynamics , 2017 .

[11]  Florin Bobaru,et al.  Selecting the kernel in a peridynamic formulation: A study for transient heat diffusion , 2015, Comput. Phys. Commun..

[12]  S. Mortazavi,et al.  Application of an Immersed Boundary Treatment in Simulation of Natural Convection Problems with Complex Geometry via the Lattice Boltzmann Method , 2015 .

[13]  Pep Español,et al.  Smoothed dissipative particle dynamics. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[14]  S. Miyama,et al.  Numerical Simulation of Viscous Flow by Smoothed Particle Hydrodynamics , 1994 .

[15]  D. Baillis,et al.  A coupling numerical methodology for weakly transient conjugate heat transfer problems , 2016 .

[16]  W. Pan,et al.  Particle-Based Methods for Mesoscopic Transport Processes , 2020, Handbook of Materials Modeling.

[17]  A. H. Nikseresht,et al.  Neumann and Robin boundary conditions for heat conduction modeling using smoothed particle hydrodynamics , 2016, Comput. Phys. Commun..

[18]  R. Fatehi,et al.  Error estimation in smoothed particle hydrodynamics and a new scheme for second derivatives , 2011, Comput. Math. Appl..

[19]  Zhaosheng Yu,et al.  Multiphase SPH modeling of water boiling on hydrophilic and hydrophobic surfaces , 2019, International Journal of Heat and Mass Transfer.

[20]  Sang-Wook Lee,et al.  Effect of a wavy interface on the natural convection of a nanofluid in a cavity with a partially layered porous medium using the ISPH method , 2017 .

[21]  Jifeng Xu,et al.  A peridynamic framework and simulation of non-Fourier and nonlocal heat conduction , 2018 .

[22]  S. Silling Reformulation of Elasticity Theory for Discontinuities and Long-Range Forces , 2000 .

[23]  S. Sazhin,et al.  A mathematical model for heating and evaporation of a multi-component liquid film , 2018 .

[24]  Alexandre M. Tartakovsky,et al.  A new smoothed particle hydrodynamics non-Newtonian model for friction stir welding: Process modeling and simulation of microstructure evolution in a magnesium alloy , 2013 .

[25]  G. D. Davis Natural convection of air in a square cavity: A bench mark numerical solution , 1983 .

[26]  I. J. Schoenberg Contributions to the problem of approximation of equidistant data by analytic functions. Part A. On the problem of smoothing or graduation. A first class of analytic approximation formulae , 1946 .

[27]  Jie Bao,et al.  Smoothed particle hydrodynamics continuous boundary force method for Navier-Stokes equations subject to a Robin boundary condition , 2013, J. Comput. Phys..

[28]  Guirong Liu,et al.  Smoothed Particle Hydrodynamics (SPH): an Overview and Recent Developments , 2010 .

[29]  Selda Oterkus,et al.  Fully coupled peridynamic thermomechanics , 2014 .

[30]  G. Xi,et al.  Numerical models for heat conduction and natural convection with symmetry boundary condition based on particle method , 2015 .

[31]  Sang-Wook Lee,et al.  ISPH modeling of natural convection heat transfer with an analytical kernel renormalization factor , 2018 .

[32]  F. Bobaru,et al.  Construction of a peridynamic model for transient advection-diffusion problems , 2018, International Journal of Heat and Mass Transfer.

[33]  J. Monaghan Smoothed particle hydrodynamics , 2005 .

[34]  A. E. F. Monfared,et al.  Linear and non-linear Robin boundary conditions for thermal lattice Boltzmann method: cases of convective and radiative heat transfer at interfaces , 2016 .

[35]  P. Cleary,et al.  Conduction Modelling Using Smoothed Particle Hydrodynamics , 1999 .

[36]  S. Silling,et al.  Peridynamic States and Constitutive Modeling , 2007 .

[37]  M. P. Allen,et al.  Tunable-slip boundaries for coarse-grained simulations of fluid flow , 2007, The European physical journal. E, Soft matter.

[38]  YuanTong Gu,et al.  Modeling heat transfer during friction stir welding using a meshless particle method , 2017 .

[39]  Selda Oterkus,et al.  Peridynamic thermal diffusion , 2014, J. Comput. Phys..

[40]  Florin Bobaru,et al.  The peridynamic formulation for transient heat conduction , 2010 .

[41]  Benedict D. Rogers,et al.  Investigation of wall bounded flows using SPH and the unified semi-analytical wall boundary conditions , 2013, Comput. Phys. Commun..

[42]  Dan Negrut,et al.  A consistent multi-resolution smoothed particle hydrodynamics method , 2017, 1704.04260.

[43]  Xiangrong Li,et al.  SOLVING PDES IN COMPLEX GEOMETRIES: A DIFFUSE DOMAIN APPROACH. , 2009, Communications in mathematical sciences.

[44]  J. Monaghan Smoothed Particle Hydrodynamics and Its Diverse Applications , 2012 .

[45]  John R. Williams,et al.  Smooth particle hydrodynamics simulations of low Reynolds number flows through porous media , 2011 .

[46]  Arup Kumar Das,et al.  Steady state conduction through 2D irregular bodies by smoothed particle hydrodynamics , 2011 .

[47]  D. Laurence,et al.  Direct simulation of conjugate heat transfer of jet in channel crossflow , 2017 .

[48]  Kumar K. Tamma,et al.  A two-field state-based Peridynamic theory for thermal contact problems , 2018, J. Comput. Phys..

[49]  J. Morris,et al.  Modeling Low Reynolds Number Incompressible Flows Using SPH , 1997 .

[50]  Tjalling J. Ypma,et al.  Historical Development of the Newton-Raphson Method , 1995, SIAM Rev..

[51]  P. Lettieri,et al.  An introduction to heat transfer , 2007 .

[52]  J. S. Halow,et al.  Smoothed particle hydrodynamics: Applications to heat conduction , 2003 .

[53]  S. Kong,et al.  Smoothed particle hydrodynamics method for evaporating multiphase flows. , 2017, Physical review. E.

[54]  SamehE. Ahmed,et al.  An incompressible smoothed particle hydrodynamics method for natural/mixed convection in a non-Darcy anisotropic porous medium , 2014 .

[55]  B. Bai,et al.  SPH-FDM boundary for the analysis of thermal process in homogeneous media with a discontinuous interface , 2018 .

[56]  A. Aly Double-diffusive natural convection in an enclosure including/excluding sloshing rod using a stabilized ISPH method , 2016 .

[57]  Kamil Szewc,et al.  Modeling of natural convection with Smoothed Particle Hydrodynamics: Non-Boussinesq formulation , 2011 .

[58]  Florin Bobaru,et al.  A peridynamic formulation for transient heat conduction in bodies with evolving discontinuities , 2012, J. Comput. Phys..

[59]  M. Asai,et al.  ISPH method for double-diffusive natural convection under cross-diffusion effects in an anisotropic porous cavity/annulus , 2016 .

[60]  Cristina H. Amon,et al.  A novel method for modeling Neumann and Robin boundary conditions in smoothed particle hydrodynamics , 2010, Comput. Phys. Commun..

[61]  Matteo Antuono,et al.  Theoretical Analysis of the No-Slip Boundary Condition Enforcement in SPH Methods , 2011 .

[62]  S. Koshizuka,et al.  Moving-Particle Semi-Implicit Method for Fragmentation of Incompressible Fluid , 1996 .

[63]  Ziguang Chen,et al.  Peridynamic modeling of pitting corrosion damage , 2015 .

[64]  A. Aly Modeling of multi-phase flows and natural convection in a square cavity using an incompressible smoothed particle hydrodynamics , 2015 .