Impact of collision models on the physical properties and the stability of lattice Boltzmann methods
The lattice Boltzmann method (LBM) is known to suffer from stability issues when the collision model relies on the BGK approximation, especially in the zero viscosity limit and for non-vanishing Mach numbers. To tackle this problem, two kinds of solutions were proposed in the literature. They consis...
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| Published in | Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences Vol. 378; no. 2175; p. 20190397 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
10.07.2020
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| Online Access | Get full text |
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| Abstract | The lattice Boltzmann method (LBM) is known to suffer from stability issues when the collision model relies on the BGK approximation, especially in the zero viscosity limit and for non-vanishing Mach numbers. To tackle this problem, two kinds of solutions were proposed in the literature. They consist in changing either the numerical discretization (finite-volume, finite-difference, spectral-element, etc.) of the discrete velocity Boltzmann equation (DVBE), or the collision model. In this work, the latter solution is investigated in detail. More precisely, we propose a comprehensive comparison of (static relaxation time based) collision models, in terms of stability, and with preliminary results on their accuracy, for the simulation of isothermal high-Reynolds number flows in the (weakly) compressible regime. It starts by investigating the possible impact of collision models on the macroscopic behaviour of stream-and-collide based D2Q9-LBMs, which clarifies the exact physical properties of collision models on LBMs. It is followed by extensive linear and numerical stability analyses, supplemented with an accuracy study based on the transport of vortical structures over long distances. In order to draw conclusions as generally as possible, the most common moment spaces (raw, central, Hermite, central Hermite and cumulant), as well as regularized approaches, are considered for the comparative studies. LBMs based on dynamic collision mechanisms (entropic collision, subgrid-scale models, explicit filtering, etc.) are also briefly discussed.
This article is part of the theme issue ‘Fluid dynamics, soft matter and complex systems: recent results and new methods’. |
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| AbstractList | The lattice Boltzmann method (LBM) is known to suffer from stability issues when the collision model relies on the BGK approximation, especially in the zero viscosity limit and for non-vanishing Mach numbers. To tackle this problem, two kinds of solutions were proposed in the literature. They consist in changing either the numerical discretization (finite-volume, finite-difference, spectral-element, etc.) of the discrete velocity Boltzmann equation (DVBE), or the collision model. In this work, the latter solution is investigated in detail. More precisely, we propose a comprehensive comparison of (static relaxation time based) collision models, in terms of stability, and with preliminary results on their accuracy, for the simulation of isothermal high-Reynolds number flows in the (weakly) compressible regime. It starts by investigating the possible impact of collision models on the macroscopic behaviour of stream-and-collide based D2Q9-LBMs, which clarifies the exact physical properties of collision models on LBMs. It is followed by extensive linear and numerical stability analyses, supplemented with an accuracy study based on the transport of vortical structures over long distances. In order to draw conclusions as generally as possible, the most common moment spaces (raw, central, Hermite, central Hermite and cumulant), as well as regularized approaches, are considered for the comparative studies. LBMs based on dynamic collision mechanisms (entropic collision, subgrid-scale models, explicit filtering, etc.) are also briefly discussed.
This article is part of the theme issue ‘Fluid dynamics, soft matter and complex systems: recent results and new methods’. |
| Author | Latt, J. Wissocq, G. Coreixas, C. Chopard, B. |
| Author_xml | – sequence: 1 givenname: C. orcidid: 0000-0002-0711-9819 surname: Coreixas fullname: Coreixas, C. organization: Department of Computer Science, University of Geneva, 1204 Geneva, Switzerland – sequence: 2 givenname: G. orcidid: 0000-0001-8012-8546 surname: Wissocq fullname: Wissocq, G. organization: CERFACS, 42 Avenue G. Coriolis, 31057, Toulouse Cedex, France – sequence: 3 givenname: B. orcidid: 0000-0002-6638-0945 surname: Chopard fullname: Chopard, B. organization: Department of Computer Science, University of Geneva, 1204 Geneva, Switzerland – sequence: 4 givenname: J. orcidid: 0000-0001-6627-5689 surname: Latt fullname: Latt, J. organization: Department of Computer Science, University of Geneva, 1204 Geneva, Switzerland |
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