Sistemática de obtenção de métodos de lattice Boltzmann pelo método das abcissas prescritas
The lattice Boltzmann methods, LBM, are a set of numerical methods for simulation of transport phenomena which may be based in the discretization of Boltzmann equation, which governs evolution of probability distribution function of single particle, in terms of microscopic velocities and position in...
| Autor principal: | Andrade, Felipe Nascimento de |
|---|---|
| Formato: | Trabalho de Conclusão de Curso (Graduação) |
| Idioma: | Português |
| Publicado em: |
Universidade Tecnológica Federal do Paraná
2020
|
| Assuntos: | |
| Acesso em linha: |
http://repositorio.utfpr.edu.br/jspui/handle/1/11745 |
| Tags: |
Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!
|
| Resumo: |
The lattice Boltzmann methods, LBM, are a set of numerical methods for simulation of transport phenomena which may be based in the discretization of Boltzmann equation, which governs evolution of probability distribution function of single particle, in terms of microscopic velocities and position in the time. Lattice Boltzmann methods uses spacial lattices whose nodes {xj} represents the set of discrete positions associate to a finite set of microscopic discrete velocities {ξj} and their respective probabilities f(xj, ξj}. In general, the greater the number j of microscopic discrete velocities for each localization xj the higher the order of approximation of f(xj, ξj}. Since primary macroscopics quantities and their respective derivatives are obtained by crescent order moments of f in the velocities space, in the lattice Boltzmann methods microscopic, discrete velocities assembly refinaments lead to solution of more physics by numerical scheme. This feature, without equivalent in methods based on macroscopic formulations of transport phenomena motivates the acquisition and exploration of various methods of lattice Boltzmann based on lattices of different configurations. The proposed research aims to investigate the systematic Philippi et al. (2006) to bypass stencils lattice Boltzmann for a given space reticulum and its associated speeds through the discretization of the Boltzmann equation using Hermite projections bases. These stencils are sets of quadrature weights, speed of sound, speed scale and speed of the lattice lattice Boltzmann own and uses it as an input parameter in the methods of lattice Boltzmann. As accuracy requirement in the advection, which aims avoid numerical diffusion in the simulation results, the velocities should exactly fit in a lattice n dimensional with b velocities, so, all velocities should be a linear combination of integer coefficients other. Once validated, aims with the systematic derive higher order lattice Boltzmann methods. The systematic validation It occurred through comparisions with low and medium order methods found in the literature. |
|---|