Small Feature Removal for CFD
In preparing geometry for a Computational Fluid Dynamics (CFD) simulation you will sometimes find small geometry features (edges and faces) that are irrelevant for your simulation. To resolve a small irrelevant feature would require a large number of small mesh cells that would be a waste of precious computing resources. Keep reading to find out how to detect and remove such features.
The first task is to identify small features, which is not always straightforward. Small features may be orders of magnitude smaller than the surrounding geometry and are not always easily viewed.
Small face (red on right) only visible at the edge junction (left) after zooming
An efficient means to characterize your geometry is to try to generate a surface mesh. The key signature pattern of a small feature is what appears to be an ever decreasing (fractal-like) mesh element size converging on a specific point. As you zoom the view towards the smallest elements you will most likely find geometry edges and faces that have caused the excessive mesh clustering.
Ever decreasing mesh size leads to feature
An effective way to remove a small feature is to use another volume, such as a cylinder. For this example position and size the cylinder such that it fully encloses the small face and is large enough so as not to become a small feature itself.
Then use the geometry Boolean unite operation to combine the original flow volume and the cylinder. For a reliable Boolean operation you need to ensure that the two volumes clearly intersect each other without any coincident vertices, edges, or faces. This will remove the small feature and leave a portion of the cylinder in its place.
Next delete the cylinder faces that extend beyond the area of the original small feature. This operation will also delete the original volume but leave a network of faces. The geometry now has an enlarged hole where the original small feature used to be.
Finally stitch the edges of the hole to create a new face and then stitch all the faces, including the newly created one, to reform the flow volume.
To check your operations were successful, re-mesh the surfaces. Notice that the surface mesh no longer has the small element cluster.
If the area around the small feature is a critical flow region you can explicitly apply mesh constraints to control the mesh size on the new stitched face, rather than have the original small feature size dictate the mesh size.
Recent blog posts
- A Case for Renaming the Navier-Stokes Equations
- Ludwig Prandtl: Real Fluids Explained
- Osborne Reynolds: A Giant in Fluid Dynamics
- Sliver Treatment Strategies for CFD
- How to Fix Small Acute Angles for CFD
- Small Feature Removal for CFD
- Fluid Visualization in Nature
- Design is Compromise
- CFD Is Not Enough
- All CFD Should Be Upfront CFD