CLC number: U661.1
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2015-12-16
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Yu Lu, An-kang Hu, Ya-chong Liu, Chao-shuai Han. A meshless method based on moving least squares for the simulation of free surface flows[J]. Journal of Zhejiang University Science A, 2016, 17(2): 130-143.
@article{title="A meshless method based on moving least squares for the simulation of free surface flows",
author="Yu Lu, An-kang Hu, Ya-chong Liu, Chao-shuai Han",
journal="Journal of Zhejiang University Science A",
volume="17",
number="2",
pages="130-143",
year="2016",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.A1500053"
}
%0 Journal Article
%T A meshless method based on moving least squares for the simulation of free surface flows
%A Yu Lu
%A An-kang Hu
%A Ya-chong Liu
%A Chao-shuai Han
%J Journal of Zhejiang University SCIENCE A
%V 17
%N 2
%P 130-143
%@ 1673-565X
%D 2016
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.A1500053
TY - JOUR
T1 - A meshless method based on moving least squares for the simulation of free surface flows
A1 - Yu Lu
A1 - An-kang Hu
A1 - Ya-chong Liu
A1 - Chao-shuai Han
J0 - Journal of Zhejiang University Science A
VL - 17
IS - 2
SP - 130
EP - 143
%@ 1673-565X
Y1 - 2016
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.A1500053
Abstract: In this paper, a meshless method based on moving least squares (MLS) is presented to simulate free surface flows. It is a Lagrangian particle scheme wherein the fluid domain is discretized by a finite number of particles or pointset; therefore, this meshless technique is also called the finite pointset method (FPM). FPM is a numerical approach to solving the incompressible Navier–Stokes equations by applying the projection method. The spatial derivatives appearing in the governing equations of fluid flow are obtained using MLS approximants. The pressure Poisson equation with Neumann boundary condition is handled by an iterative scheme known as the stabilized bi-conjugate gradient method. Three types of benchmark numerical tests, namely, dam-breaking flows, solitary wave propagation, and liquid sloshing of tanks, are adopted to test the accuracy and performance of the proposed meshless approach. The results show that the FPM based on MLS is able to simulate complex free surface flows more efficiently and accurately.
The authors propose a finite pointset method (FPM) for the solution of complex three dimensional incompressible free surface flows with large deformations of the computational domain. The solid wall boundary conditions are taken into account via boundary particles, while the free surface boundary condition is imposed as homogeneous Dirichlet boundary on particles that have been identified by an unspecified ad hoc particle-density-based technique. The governing PDE are discretized with a moving-least-squares-based projection method on a moving domain.
[1]Ata, R., Soulaïmani, A., 2005. A stabilized SPH method for inviscid shallow water flows. International Journal for Numerical Methods in Fluids, 47(2):139-159.
[2]Belytschko, T., Krongauz, Y., Fleming, M., et al., 1996. Smoothing and accelerated computations in the element free Galerkin method. Journal of Computational and Applied Mathematics, 74(1-2):111-126.
[3]Benz, W., Asphaug, E., 1995. Simulations of brittle solids using smooth particle hydrodynamics. Computer Physics Communications, 87(1-2):253-265.
[4]Chan, R.K.C., Street, R.L., 1970. A computer study of finite-amplitude water waves. Journal of Computational Physics, 6(1):68-94.
[5]Chorin, A.J., 1968. Numerical solution of the Navier-Stokes equations. Mathematics of Computation, 22(104):745-762.
[6]Cleary, P.W., Monaghan, J.J., 1999. Conduction modelling using smoothed particle hydrodynamics. Journal of Computational Physics, 148(1):227-264.
[7]Cleary, P.W., Prakash, M., 2004. Discrete-element modelling and smoothed particle hydrodynamics: potential in the environmental sciences. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 362(1822):2003-2030.
[8]Cummins, S.J., Rudman, M., 1999. An SPH projection method. Journal of Computational Physics, 152(2):584-607.
[9]Deshpande, S.M., Kulkarni, P.S., Ghosh, A.K., 1998. New developments in kinetic schemes. Computers & Mathematics with Applications, 35(1-2):75-93.
[10]Dilts, G.A., 1999. Moving-least-squares-particle hydrodynamics—I. Consistency and stability. International Journal for Numerical Methods in Engineering, 44(8):1115-1155.
[11]Dumbser, M., 2013. A diffuse interface method for complex three-dimensional free surface flows. Computer Methods in Applied Mechanics and Engineering, 257:47-64.
[12]Ellero, M., Kröger, M., Hess, S., 2002. Viscoelastic flows studied by smoothed particle dynamics. Journal of Non-Newtonian Fluid Mechanics, 105(1):35-51.
[13]Fang, J., Owens, R.G., Tacher, L., et al., 2006. A numerical study of the SPH method for simulating transient viscoelastic free surface flows. Journal of Non-Newtonian Fluid Mechanics, 139(1-2):68-84.
[14]Ferrari, A., Dumbser, M., Toro, E.F., et al., 2008. A new stable version of the SPH method in Lagrangian coordinates. Communications in Computational Physics, 4:378-404 (in Russian).
[15]Ferrari, A., Dumbser, M., Toro, E.F., et al., 2009. A new 3D parallel SPH scheme for free surface flows. Computers & Fluids, 38(6):1203-1217.
[16]Flebbe, O., Muenzel, S., Herold, H., et al., 1994. Smoothed particle hydrodynamics: physical viscosity and the simulation of accretion disks. The Astrophysical Journal, 431:754-760.
[17]Gingold, R.A., Monaghan, J.J., 1977. Smoothed particle hydrodynamics: theory and application to non-spherical stars. Monthly Notices of the Royal Astronomical Society, 181(3):375-389.
[18]Kishev, Z.R., Hu, C., Kashiwagi, M., 2006. Numerical simulation of violent sloshing by a CIP-based method. Journal of Marine Science and Technology, 11(2):111-122.
[19]Koshizuka, S., Oka, Y., 1996. Moving-particle semi-implicit method for fragmentation of incompressible fluid. Nuclear Science and Engineering, 123(3):421-434.
[20]Koshizuka, S., Oka, Y., Tamako, H., et al., 1995. A Particle Method for Calculating Splashing of Incompressible Viscous Fluid. Technical Report No. CONF-950420– TRN: 97:001160-0134, American Nuclear Society, Inc., La Grange Park, IL, USA.
[21]Libersky, L.D., Petschek, A.G., Carney, T.C., et al., 1993. High strain Lagrangian hydrodynamics a three-dimensional SPH code for dynamic material response. Journal of Computational Physics, 109(1):67-75.
[22]Löhner, R., Sacco, C., Oñate, E., et al., 2002. A finite point method for compressible flow. International Journal for Numerical Methods in Engineering, 53(8):1765-1779.
[23]Lu, Y., Hu, A.K., Liu, Y.C., 2015. A finite pointset method for the numerical simulation of free surface flow around a ship. Journal of Marine Science and Technology, p.1-13.
[24]Lucy, L.B., 1977. A numerical approach to the testing of the fission hypothesis. The Astronomical Journal, 82:1013-1024.
[25]Martin, J.C., Moyce, W.J., 1952. Part IV. An experimental study of the collapse of liquid columns on a rigid horizontal plane. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 244(882):312-324.
[26]Maveyraud, C., Benz, W., Sornette, A., et al., 1999. Solid friction at high sliding velocities: an explicit three-dimensional dynamical smoothed particle hydrodynamics approach. Journal of Geophysical Research, 104(B12):28769-28788.
[27]Monaghan, J.J., 1994. Simulating free surface flows with SPH. Journal of Computational Physics, 110(2):399-406.
[28]Monaghan, J.J., 2002. SPH compressible turbulence. Monthly Notices of the Royal Astronomical Society, 335(3):843-852.
[29]Monaghan, J.J., Kocharyan, A., 1995. SPH simulation of multi-phase flow. Computer Physics Communications, 87(1-2):225-235.
[30]Morris, J.P., 2000. Simulating surface tension with smoothed particle hydrodynamics. International Journal for Numerical Methods in Fluids, 33(3):333-353.
[31]Morris, J.P., Fox, P.J., Zhu, Y., 1997. Modeling low Reynolds number incompressible flows using SPH. Journal of Computational Physics, 136(1):214-226.
[32]Oger, L., Savage, S.B., 1999. Smoothed particle hydrodynamics for cohesive grains. Computer Methods in Applied Mechanics and Engineering, 180(1-2):169-183.
[33]Oñate, E., Idelsohn, S.R., 1998. A mesh-free finite point method for advective-diffusive transport and fluid flow problems. Computational Mechanics, 21(4-5):283-292.
[34]Oñate, E., Idelsohn, S.R., Zienkievicz, O.C., et al., 1996a. A finite point method in computational mechanics to convective transport and fluid flow. International Journal for Numerical Methods in Engineering, 39(22):3839-3866.
[35]Oñate, E., Idelsohn, S.R., Zienkievicz, O.C., et al., 1996b. A stabilized finite point method for analysis of fluid mechanics problems. Computer Methods in Applied Mechanics and Engineering, 139(1-4):315-346.
[36]Oñate, E., Sacco, C., Idelsohn, S.R., 2000. A finite point method for incompressible flow problems. Computing and Visualization in Science, 3(1-2):67-75.
[37]Shao, S., Lo, E.Y., 2003. Incompressible SPH method for simulating Newtonian and non-Newtonian flows with a free surface. Advances in Water Resources, 26(7):787-800.
[38]Song, C., Zhang, H.X., Huang, J., et al., 2006. Meshless simulation for skeleton driven elastic deformation. Journal of Zhejiang University-SCIENCE A, 7(9):1596-1602.
[39]Takeda, H., Miyama, S.M., Sekiya, M., 1994. Numerical simulation of viscous flow by smoothed particle hydrodynamics. Progress of Theoretical Physics, 92(5):939-960.
[40]van der Vorst, H.A., 1981. Iterative solution methods for certain sparse linear systems with a non-symmetric matrix arising from PDE-problems. Journal of Computational Physics, 44(1):1-19.
[41]van der Vorst, H.A., 1992. Bi-CGSTAB: a fast and smoothly converging variant of Bi-CG for the solution of nonsymmetric linear systems. SIAM Journal on Scientific and Statistical Computing, 13(2):631-644.
[42]Watkins, S.J., Bhattal, A.S., Francis, N., et al., 1996. A new prescription for viscosity in smoothed particle hydrodynamics. Astronomy and Astrophysics Supplement Series, 119(1):177-187.
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