I understand that you want to map the temperature values from the CSV file to the mesh nodes in MATLAB. You can follow these steps for this:
- Load the CSV file into MATLAB using the "readmatrix" function: - Assuming that your CSV file is named "temperature.csv", you can use the following code:
data = readmatrix('temperature.csv');
- Extract the x, y, z coordinates and the temperature values from the loaded data: - Assuming that the columns in the CSV file are ordered as "x", "y", "z" and "temperature", you can use the following code:
x = data(:, 1);
y = data(:, 2);
z = data(:, 3);
temperature = data(:, 4);
- Use the "dsearchn" function to find the nearest mesh nodes in the STL CAD file for each (x, y, z) coordinate: - The "dsearchn" function performs a nearest neighbour search in a set of points. Assuming that you have already loaded and meshed the STL CAD file, you can use the following code:
nodes = [x, y, z];
[meshIndices, dist] = dsearchn(meshNodes, nodes);
Here, "meshNodes" should be a matrix containing the coordinates of the mesh nodes in the STL CAD file.
"meshIndices" is the indices of the closest points in "meshNodes" to the query points in nodes measured in Euclidean distance.
"dist" is the Euclidean distances between each query point and the closest input point in "meshNodes".
Make sure to adjust the code according to your specific file formats and data structures.
The documentation for "readmatrix" and "dsearchn" are listed below: -
