Color Maps, Vectors, Streamlines, Action!
Computation Fluid Dynamics (CFD) is synonymous with impressive 3D visualization. Learn more about the basic 3D visualization techniques in CFD and how they can help you reduce the mass of raw data from a simulation into insightful and beautiful graphics.
CFD simulation of a cyclone
Surface Color Map (Contours)
Contours are a surface-based visualization for scalars that can be either open (lines) or filled. Typically you create colored contour bands of constant value on a surface. You can reduce a vector to a scalar by using a component (e.g., X) or taking the vector's magnitude. Being a surface-based visualization technique it is relatively quick to calculate and doesn't consume much additional memory.
Contours are useful for visualizing surface pressures to highlight extreme values that can be investigated further during a drag study. Also looking at surface mesh metrics (e.g., ideal surface element edge ratios) is useful when you are trying to track down poor mesh quality issues.
Volume Color Map (Iso-Surfaces)
Iso-surfaces are a volume-based visualization for scalars, analogous to surface-based contours. Typically multiple surfaces of constant value are extracted from the scalar field. Each surface is colored relative to an associated color-scalar assignment. Being volume-based this visualization technique can take a while to calculate and can consume significant additional memory.
Iso-surfaces are useful in revealing structures away from surfaces. For example, visualizing iso-surfaces of velocity magnitude can be used to identify regions of slow moving flow that could be avoided to yield a more efficient design. By visualizing volume mesh metrics (e.g., ideal element volume ratios) you can identify poor mesh quality with a view to making improvements.
Vectors are a point-based visualization technique where glyphs (e.g., arrows) are aligned according to a vector's direction and are scaled according to a vector's magnitude. Vectors can be displayed on any geometry entity (vertices, edges, faces, volumes) that has an associated mesh. Vectors can also be colored according to a scalar field. There is very little calculation required to construct a vector visualization. However, the memory requirement varies according to the number of points (typically high for volumes, and lower for faces) and the number of elements that represents each glyph. For example, a 3D arrow requires more resources to display than a 2D planar arrow.
Visualizing the velocity vector field on a surface is one way to locate recirculation zones, but using streamlines (see below) is often more reliable. Prior to running a simulation it is useful to display the velocity field as vectors to ensure you have correctly set the reference velocity and dependent boundary conditions.
Streamlines are instantaneous paths through a velocity field that start at one or more seed points. Time integration through the velocity field can be run forwards (downstream) or backwards (upstream). The resulting streamline can be colored according to a scalar field. You can also animate massless particles along a streamline for impressive movie creation. Streamlines are typically volume-based, so they can take a significant time to calculate and can consume significant additional memory depending on the number of time-steps required.
Streamlines are a good way to locate recirculation zones. Also streamlines are usually a more efficient way to visualize vectors in a subset of a volume rather than using standard vectors in the entire volume. Using backwards time integration you can also determine how fluid arrives at a location, such as an outlet.
For details on how Caedium handles 3D visualization see:
Recent blog posts
- How Aerodynamics Dominates The Tour de France
- Wacky CFD
- Go Full Circle With CFD
- CFD Expertise Is Your Modern Day Pick and Shovel
- CFD Benefits From 3D Printing
- Cutting Planes Reveal Yet More Hidden CFD Secrets
- Clipping Planes Reveal Even More Hidden CFD Secrets
- Symmetry Reveals More Hidden CFD Secrets
- No Colorful Fluid Dynamic Paint Yet
- Colorful Fluid Dynamic Paint