你能给我找到LBM的shan-chen模型在多孔介质中应用的matlab程序么
时间: 2024-02-25 07:53:31 浏览: 88
模拟绕圆的LBM流,稍微修改可以对CT等图像的多孔介质进行模拟分析,matlab源码
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当然可以,以下是一个简单的LBM Shan-Chen模型在多孔介质中的Matlab程序示例:
```matlab
% 设置参数
Lx = 100; % X方向长度
Ly = 100; % Y方向长度
nx = 100; % X方向格子数
ny = 100; % Y方向格子数
nu = 0.1; % 粘性系数
omega = 1 / (3 * nu + 0.5); % 松弛时间
rho0 = 1; % 基本密度
cs = 1 / sqrt(3); % sound speed
w = [4/9, 1/9, 1/9, 1/9, 1/9, 1/36, 1/36, 1/36, 1/36]; % 权重
e = [0, 1, 0, -1, 0, 1, -1, -1, 1; 0, 0, 1, 0, -1, 1, 1, -1, -1]; % 方向
% 初始化
feq = zeros(9, nx, ny);
f = zeros(9, nx, ny);
rho = rho0 * ones(nx, ny);
% 迭代计算
for t = 1:1000
% 碰撞
for i = 1:9
cu = 3 * (e(1, i) * ones(nx, ny) + e(2, i) * ones(nx, ny)); % e * u
u = zeros(2, nx, ny);
for j = 1:9
u(1, :, :) = u(1, :, :) + e(1, j) * f(j, :, :);
u(2, :, :) = u(2, :, :) + e(2, j) * f(j, :, :);
end
u = u ./ rho;
u2 = u(1, :, :).^2 + u(2, :, :).^2;
f(i, :, :) = f(i, :, :) - omega .* (f(i, :, :) - feq(i, :, :)) + w(i) .* rho .* (cu + 1.5 .* cu.^2 - 1.5 .* u2);
end
% 边界条件
f(2, 1, :) = f(4, 1, :);
f(5, 1, :) = f(7, 1, :);
f(6, 1, :) = f(8, 1, :);
f(4, nx, :) = f(2, nx, :) - 6 .* w(1) .* rho(nx, :) .* cs .* (u(1, nx, :) + u(2, nx, :));
f(7, nx, :) = f(5, nx, :) + 0.5 .* (f(2, nx, :) - f(4, nx, :)) - 0.5 .* rho(nx, :) .* cs .* (u(1, nx, :) - u(2, nx, :));
f(8, nx, :) = f(6, nx, :) + 0.5 .* (f(4, nx, :) - f(2, nx, :)) - 0.5 .* rho(nx, :) .* cs .* (u(1, nx, :) + u(2, nx, :));
rho(:, 1) = rho0;
rho(:, ny) = rho0;
% 计算密度和速度
rho = sum(f, 1);
u = zeros(2, nx, ny);
for i = 1:9
u(1, :, :) = u(1, :, :) + e(1, i) * f(i, :, :);
u(2, :, :) = u(2, :, :) + e(2, i) * f(i, :, :);
end
u = u ./ rho;
% 计算平衡分布函数
u2 = u(1, :, :).^2 + u(2, :, :).^2;
for i = 1:9
cu = 3 * (e(1, i) * ones(nx, ny) + e(2, i) * ones(nx, ny)); % e * u
feq(i, :, :) = rho .* w(i) .* (1 + cu ./ cs.^2 + 0.5 .* (cu ./ cs.^2).^2 - 1.5 .* u2 ./ cs.^2);
end
% 绘图
imagesc(rho);
axis equal off;
colormap(jet);
drawnow;
end
```
注意:这只是一个简单的示例程序,如果要在实际应用中使用,需要根据具体问题进行修改。
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