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Variational solution to the lattice Boltzmann method for Couette flow.
Joseph T Johnson1, Mahyar Madadi2, Daniel R Ladiges3
1School of Mathematics and Statistics, <a href="https://ror.org/01ej9dk98">University of Melbourne</a>, Victoria 3010, Australia.
View abstract on PubMed
This study presents a new variational approach for lattice Boltzmann method (LBM) simulations, offering exact analytical solutions for Couette flow. This method is computationally more efficient than traditional moment methods for fluid dynamics beyond the continuum limit.
Area of Science:
- Computational fluid dynamics
- Non-equilibrium hydrodynamics
- Lattice Boltzmann methods
Background:
- Lattice Boltzmann methods (LBM) are increasingly used to study hydrodynamics beyond the continuum limit.
- Existing methods, like moment equations, face challenges in computational efficiency for complex flow problems.
- Analytical solutions for fluid dynamics problems, especially those involving specific boundary conditions, are crucial for validation and understanding.
Purpose of the Study:
- To derive exact analytical solutions for the bulk velocity and shear stress in Couette flow using the lattice Boltzmann method.
- To develop a novel variational approach for solving LBM equations with Maxwell-type boundary conditions.
- To demonstrate the computational advantages of the new variational method over existing moment-based approaches.
Main Methods:
- Solving equivalent moment equations to obtain analytical solutions for Couette flow under diffuse reflection.
- Formulating a systematic variational approach based on the linearity of bulk velocity and shear stress with respect to Mach number.
- Comparing the growth rate of partial differential equations (PDEs) in the variational method versus the moment method.
Main Results:
- Exact analytical solutions for bulk velocity and shear stress in Couette flow with Maxwell-type boundary conditions were obtained.
- The bulk velocity and shear stress were proven to be inherently linear in Mach number for 2D isothermal LBM.
- The variational method exhibits superior computational efficiency, with a linear increase in PDEs versus a quadratic increase in the moment method with quadrature order.
Conclusions:
- A novel variational approach provides exact analytical solutions for lattice Boltzmann models of Couette flow with Maxwell-type boundary conditions.
- This method offers significant computational advantages over traditional moment methods, particularly in terms of the number of PDEs.
- The developed variational approach is expected to be valuable for solving analytical solutions in new LBM quadrature schemes and other flow regimes.


