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How to find the (p,e,t) matrices for a regular meshgrid mesh ?
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I have a regular mesh of simple geometry. I want to calculate the matrices p (nodes), e (edges) and t (elements) such that :
- p (points, the mesh nodes) is a 2-by-Np matrix of nodes, where Np is the number of nodes in the mesh. Each column p(:,k) consists of the x-coordinate of point k in p(1,k) and the y-coordinate of point k in p(2,k).
- e (edges) is a 7-by-Ne matrix of edges, where Ne is the number of edges in the mesh. The mesh edges in e and the edges of the geometry have a one-to-one correspondence. The e matrix represents the discrete edges of the geometry in the same manner as the t matrix represents the discrete faces. Each column in the e matrix represents one edge.
- e(1,k) is the index of the first point in mesh edge k.
- e(2,k) is the index of the second point in mesh edge k.
- e(3,k) is the parameter value at the first point of edge k. The parameter value is related to the arc length along the geometric edge.
- e(4,k) is the parameter value at the second point of edge k.
- e(5,k) is the ID of the geometric edge containing the mesh edge. You can see edge IDs by using the command pdegplot(geom,'EdgeLabels','on').
- e(6,k) is the subdomain number on the left side of the edge. The direction along the edge is given by increasing parameter values. The subdomain 0 is the exterior of the geometry.
- e(7,k) is the subdomain number on the right side of the edge.
- t (triangles) is a 4-by-Nt matrix of triangles or a 7-by-Nt matrix of triangles, depending on whether you call generateMesh with the GeometricOrder name-value pair set to 'quadratic' or 'linear', respectively. initmesh creates only 'linear' elements, which have size 4-by-Nt. Nt is the number of triangles in the mesh. Each column of t contains the indices of the points in p that form the triangle. The exception is the last entry in the column, which is the subdomain number.
The geometry is defined as follows:
% Plate
Ep_plaque = 5e-3;
R_plaque = 20e-2;
% Coil
R_int_ind = 5e-2;
R_ext_ind = 15e-2;
Ep_ind = 2e-3;
Airgap = 2e-3;
% Airbox
R_air = 5*R_plaque;
H_air = 100*Ep_plaque;
% zone 1 : air
% zone 10 : plate
% zone 100 : coil
% Plate
x1 = 0; y1 = 0;
x2 = R_plaque; y2 = 0;
x3 = R_plaque; y3 = Ep_plaque;
x4 = 0; y4 = Ep_plaque;
% Coil
x100 = R_int_ind; y100 = - Airgap- Ep_ind;
x101 = R_ext_ind; y101 = - Airgap- Ep_ind;
x102 = R_ext_ind; y102 = - Airgap;
x103 = R_int_ind; y103 = - Airgap;
% Air
x20 = 0; y20 = - H_air/2;
x21 = R_air; y21 = - H_air/2;
x22 = R_air; y22 = H_air/2;
x23 = 0; y23 = H_air/2;
g = [ 2 x1 x2 y1 y2 10 1 0 0 0;...
2 x2 x3 y2 y3 10 1 0 0 0;...
2 x3 x4 y3 y4 10 1 0 0 0;...
2 x4 x1 y4 y1 10 0 0 0 0;...
2 x100 x101 y100 y101 100 1 0 0 0;...
2 x101 x102 y101 y102 100 1 0 0 0;...
2 x102 x103 y102 y103 100 1 0 0 0;...
2 x103 x100 y103 y100 100 1 0 0 0;...
2 x20 x21 y20 y21 1 0 0 0 0;...
2 x21 x22 y21 y22 1 0 0 0 0;...
2 x22 x23 y22 y23 1 0 0 0 0;...
2 x23 x4 y23 y4 1 0 0 0 0;...
2 x1 x20 y1 y20 1 0 0 0 0;...
].';
The mesh is defined as follows:
Nx = 100; % Nombre de points en x
Ny = 100; % Nombre de points en y
x_grid = linspace(0, R_air, Nx);
y_grid = linspace(-H_air/2, H_air/2, Ny);
[X, Y] = meshgrid(x_grid, y_grid);
x_nodes = X(:);
y_nodes = Y(:);
figure;
pdegplot(g);
hold on;
plot(X,Y,'r',X',Y','r')
xlabel('X-axis');
ylabel('Y-axis');
legend('Geometry', 'Mesh');
For the node matrix, it's quite simple:
p = [x_nodes.';y_nodes.'];
How do you calculate the other two matrices e and t, given that this is a rectangular mesh and the t element matrix contains 5 rows rather than 4? (4 nodes + zone number)
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回答 (1 件)
Suraj Kumar
2024 年 7 月 31 日
Hi hakim,
As per my understanding, you are facing issues while creating the matrices for elements and edges. To generate the p (nodes), t (elements), and e (edges) matrices for a rectangular mesh in MATLAB you can go through the following steps:
1. Define the node matrix (p):
% Define the node matrix
p = [x_nodes.'; y_nodes.'];
2. Generate the elements matrix(t):
Each grid cell is divided into two triangles using its four corner nodes, forming triangles (n1, n2, n3) and (n2, n3, n4). The matrix t has 5 rows: three for node indices, one placeholder, and one for the zone number.
% Fill the element matrix t
index = 1;
for i = 1:Nx-1
for j = 1:Ny-1
n1 = (j-1)*Nx + i;
n2 = n1 + 1;
n3 = n1 + Nx;
n4 = n3 + 1;
% Define two triangles for each rectangle
t(:, index) = [n1; n2; n3; 0; 1];
index = index + 1;
t(:, index) = [n2; n3; n4; 0; 1];
index = index + 1;
end
end
3. Generate the edge matrix(e) :
Each triangle's three edges in t are identified, sorted, and checked against a “map” to avoid duplicates. Unique edges are added to e with node indices, zone numbers, and subdomain assumptions. e is trimmed to represent unique edges accurately.
edge_index = 1;
edge_map = containers.Map('KeyType', 'char’, 'ValueType', 'any');
for i = 1:size(t, 2)
tri = t(1:3, i);
zone = t(5, i);
edges = [tri(1), tri(2); tri(2), tri(3); tri(3), tri(1)];
for j = 1:3
edge = sort(edges(j, :));
edge_key = sprintf('%d-%d', edge(1), edge(2));
if ~isKey(edge_map, edge_key)
e(1:2, edge_index) = edge;
e(5, edge_index) = zone
e(6, edge_index) = 0; % For exterior
e(7, edge_index) = zone; % For interior
edge_map(edge_key) = edge_index;
edge_index = edge_index + 1;
end
end
end
For more information on the “matrices” and “map” related functions in MATLAB, kindly go through the following documentations:
Hope it helps!
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