Abstract
Smoothed particle hydrodynamics (SPH) has become a popular numerical framework of choice for simulating free-surface flows, mainly for Newtonian fluids. The topic regarding the simulation of non-Newtonian free-surface flows, however, remains relatively untouched due to difficulties regarding the computation of viscous forces. In previous approaches, the viscous forces acting on each SPH particle were computed explicitly. Non-Newtonian fluids such as Herschel–Bulkley fluids, the effective viscosity between yielded and unyielded regions can differ by several orders of magnitudes; imposing severe time step restrictions for the simulation for explicit methods. Numerically, this can be seen as a stiff problem. We propose a semi-implicit time-stepping approach where the viscous forces are computed implicitly, within the context of SPH. We demonstrate the convergence of the method via a simple 2D test case.
References
Antuono M, Colagrossi A, Marrone S, Molteni D (2010) Free-surface flows solved by means of SPH schemes with numerical diffusive terms. Comput Phys Commun 181(3):532–549. https://doi.org/10.1016/j.cpc.2009.11.002
Bierbrauer F, Bollada P, Phillips T (2009) A consistent reflected image particle approach to the treatment of boundary conditions in smoothed particle hydrodynamics. Comput Methods Appl Mech Eng 198(41–44):3400–3410. https://doi.org/10.1016/j.cma.2009.06.014
Chorin AJ (1968) Numerical solution of the Navier–Stokes equations. Math Comput 22(104):745–762. https://doi.org/10.2307/2004575
Cleary PW (1998) Modelling confined multi-material heat and mass flows using SPH. Appl Math Model 22(12):981–993
Colagrossi A, Landrini M (2003) Numerical simulation of interfacial flows by smoothed particle hydrodynamics. J Comput Phys 191:448–475
Ferrás L, Nóbrega J, Pinho F (2012) Analytical solutions for newtonian and inelastic non-newtonian flows with wall slip. J Nonnewton Fluid Mech 175:76–88
Hosseini S, Manzari M, Hannani S (2007) A fully explicit three-step SPH algorithm for simulation of non-newtonian fluid flow. Int J Numer Methods Heat Fluid Flow 17(7):715–735
Hu X, Adams N (2006) A multi-phase SPH method for macroscopic and mesoscopic flows. J Comput Phys 213(2):844–861
Liu M, Liu G (2010) Smoothed particle hydrodynamics (SPH): an overview and recent developments. Arch Comput Methods Eng 17(1):25–76
Macià F, Colagrossi A, Antuono M, Souto-Iglesias A (2011) Benefits of using a Wendland kernel for free-surface flows. In: 6th ERCOFTAC SPHERIC workshop on SPH applications, Hamburg University of Technology, pp 30–37
Marrone S, Antuono M, Colagrossi A, Colicchio G, Le Touzé D, Graziani G (2011) Delta-SPH model for simulating violent impact flows. Comput Methods Appl Mech Eng 200(13–16):1526–1542. https://doi.org/10.1016/j.cma.2010.12.016
Monaghan J, Kajtar J (2009) SPH particle boundary forces for arbitrary boundaries. Comput Phys Commun 180(10):1811–1820. https://doi.org/10.1016/j.cpc.2009.05.008
Monaghan JJ (1994) Simulating free surface flows with SPH. J Comput Phys 110(2):399–406
Oger G, Doring M, Alessandrini B, Ferrant P (2007) An improved SPH method: towards higher order convergence. J Comput Phys 225(2):1472–1492
Shao S, Lo EY (2003) Incompressible SPH method for simulating newtonian and non-newtonian flows with a free surface. Adv Water Resour 26(7):787–800
Zohdi T (2007) Particle collision and adhesion under the influence of near-fields. J Mech Mater Struct 2(6):1011–1018
Zohdi T (2010) On the dynamics of charged electromagnetic particulate jets. Arch Comput Methods Eng 17(2):109–135
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Park, C.Y., Zohdi, T.I. Semi-implicit operator splitting for the simulation of Herschel–Bulkley flows with smoothed particle hydrodynamics. Comp. Part. Mech. 7, 699–704 (2020). https://doi.org/10.1007/s40571-019-00301-9
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DOI: https://doi.org/10.1007/s40571-019-00301-9