Lattice Boltzmann Model for Transonic Flows

TL;DR

This paper introduces a high-isotropy lattice Boltzmann model for transonic flows that decouples physical and velocity space lattices, enabling accurate simulation at Mach 2 with only 81 velocities.

Contribution

It proposes a novel decoupling approach to construct a lattice Boltzmann model suitable for transonic flows with high isotropy and efficiency.

Findings

Achieves Mach number of two with 81 velocities

Demonstrates the model's effectiveness on realistic benchmark problems

Shows the model's simplicity and efficiency for transonic flows

Abstract

The hydrodynamic limit of a discrete kinetic equation is intrinsically connected with the symmetry of the lattices used in construction of a discrete velocity model. On mixed lattices composed of standard lattices the sixth-order (and higher) moment is often not isotropic and thus they are insufficient to ensure correct imposition of the hydrodynamic moments. This makes the task of developing lattice Boltzmann model for transonic flows quite challenging. We address this by decoupling the physical space lattice from the velocity space lattice to construct a lattice Boltzmann model with very high isotropy. The model is entirely on-lattice like the isothermal models, achieves a Mach number of two with only $81$ discrete velocities, and admits a simple generalization of equilibrium distribution used in isothermal equilibrium. We also present a number of realistic benchmark problems to show that the lattice Boltzmann model with a limited number of velocities is not only feasible for transonic flow but is also quite simple and efficient like its subsonic counterpart.