Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics
We present a new formulation of the central moment lattice Boltzmann (LB) method based on a minimal continuous Fokker-Planck (FP) kinetic model, originally proposed for stochastic diffusive-drift processes (e.g., Brownian dynamics), by adapting it as a collision model for the continuous Boltzmann eq...
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2024-10-01
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| author | William Schupbach Kannan Premnath |
| author_facet | William Schupbach Kannan Premnath |
| author_sort | William Schupbach |
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| description | We present a new formulation of the central moment lattice Boltzmann (LB) method based on a minimal continuous Fokker-Planck (FP) kinetic model, originally proposed for stochastic diffusive-drift processes (e.g., Brownian dynamics), by adapting it as a collision model for the continuous Boltzmann equation (CBE) for fluid dynamics. The FP collision model has several desirable properties, including its ability to preserve the quadratic nonlinearity of the CBE, unlike that based on the common Bhatnagar-Gross-Krook model. Rather than using an equivalent Langevin equation as a proxy, we construct our approach by directly matching the changes in different discrete central moments independently supported by the lattice under collision to those given by the CBE under the FP-guided collision model. This can be interpreted as a new path for the collision process in terms of the relaxation of the various central moments to “equilibria”, which we term as the Markovian central moment attractors that depend on the products of the adjacent lower order moments and a diffusion coefficient tensor, thereby involving of a chain of attractors; effectively, the latter are nonlinear functions of not only the hydrodynamic variables, but also the non-conserved moments; the relaxation rates are based on scaling the drift coefficient by the order of the moment involved. The construction of the method in terms of the relevant central moments rather than via the drift and diffusion of the distribution functions directly in the velocity space facilitates its numerical implementation and analysis. We show its consistency to the Navier-Stokes equations via a Chapman-Enskog analysis and elucidate the choice of the diffusion coefficient based on the second order moments in accurately representing flows at relatively low viscosities or high Reynolds numbers. We will demonstrate the accuracy and robustness of our new central moment FP-LB formulation, termed as the FPC-LBM, using the D3Q27 lattice for simulations of a variety of flows, including wall-bounded turbulent flows. We show that the FPC-LBM is more stable than other existing LB schemes based on central moments, while avoiding numerical hyperviscosity effects in flow simulations at relatively very low physical fluid viscosities through a refinement to a model founded on kinetic theory. |
| format | Article |
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| issn | 2311-5521 |
| language | English |
| publishDate | 2024-10-01 |
| publisher | MDPI AG |
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| series | Fluids |
| spelling | doaj-art-4f2209bac9094ca1bec600287c8041002025-08-20T02:08:00ZengMDPI AGFluids2311-55212024-10-0191125510.3390/fluids9110255Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid DynamicsWilliam Schupbach0Kannan Premnath1Department of Mechanical Engineering, University of Colorado Denver, 1200 Larimer Street, Denver, CO 80204, USADepartment of Mechanical Engineering, University of Colorado Denver, 1200 Larimer Street, Denver, CO 80204, USAWe present a new formulation of the central moment lattice Boltzmann (LB) method based on a minimal continuous Fokker-Planck (FP) kinetic model, originally proposed for stochastic diffusive-drift processes (e.g., Brownian dynamics), by adapting it as a collision model for the continuous Boltzmann equation (CBE) for fluid dynamics. The FP collision model has several desirable properties, including its ability to preserve the quadratic nonlinearity of the CBE, unlike that based on the common Bhatnagar-Gross-Krook model. Rather than using an equivalent Langevin equation as a proxy, we construct our approach by directly matching the changes in different discrete central moments independently supported by the lattice under collision to those given by the CBE under the FP-guided collision model. This can be interpreted as a new path for the collision process in terms of the relaxation of the various central moments to “equilibria”, which we term as the Markovian central moment attractors that depend on the products of the adjacent lower order moments and a diffusion coefficient tensor, thereby involving of a chain of attractors; effectively, the latter are nonlinear functions of not only the hydrodynamic variables, but also the non-conserved moments; the relaxation rates are based on scaling the drift coefficient by the order of the moment involved. The construction of the method in terms of the relevant central moments rather than via the drift and diffusion of the distribution functions directly in the velocity space facilitates its numerical implementation and analysis. We show its consistency to the Navier-Stokes equations via a Chapman-Enskog analysis and elucidate the choice of the diffusion coefficient based on the second order moments in accurately representing flows at relatively low viscosities or high Reynolds numbers. We will demonstrate the accuracy and robustness of our new central moment FP-LB formulation, termed as the FPC-LBM, using the D3Q27 lattice for simulations of a variety of flows, including wall-bounded turbulent flows. We show that the FPC-LBM is more stable than other existing LB schemes based on central moments, while avoiding numerical hyperviscosity effects in flow simulations at relatively very low physical fluid viscosities through a refinement to a model founded on kinetic theory.https://www.mdpi.com/2311-5521/9/11/255lattice Boltzmann methodFokker-Planck collision modelcomputational fluid dynamicsturbulence simulationskinetic theorycentral moments |
| spellingShingle | William Schupbach Kannan Premnath Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics Fluids lattice Boltzmann method Fokker-Planck collision model computational fluid dynamics turbulence simulations kinetic theory central moments |
| title | Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics |
| title_full | Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics |
| title_fullStr | Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics |
| title_full_unstemmed | Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics |
| title_short | Fokker-Planck Central Moment Lattice Boltzmann Method for Effective Simulations of Fluid Dynamics |
| title_sort | fokker planck central moment lattice boltzmann method for effective simulations of fluid dynamics |
| topic | lattice Boltzmann method Fokker-Planck collision model computational fluid dynamics turbulence simulations kinetic theory central moments |
| url | https://www.mdpi.com/2311-5521/9/11/255 |
| work_keys_str_mv | AT williamschupbach fokkerplanckcentralmomentlatticeboltzmannmethodforeffectivesimulationsoffluiddynamics AT kannanpremnath fokkerplanckcentralmomentlatticeboltzmannmethodforeffectivesimulationsoffluiddynamics |