Mesh convergence & control

Mesh convergence is a foundational concept in finite element analysis (FEA), describing the process of refining the mesh until the key results (like stress or displacement) stabilize and are considered accurate.

Mesh control is the specialized tool used to manually adjust element size in specific, critical regions of a model, allowing for accurate results without the immense computational cost of using a fine mesh everywhere.

This lesson uses a static analysis on a simple hanging bracket (made of alloy steel) to illustrate how varying the mesh size and applying local mesh controls impacts result accuracy and computation time.

Mesh sizes

This slideshow illustrates how different mesh sizes affect the number of elements and the estimated time to generate a mesh plot.

Mesh sizeNumber of elementsMeshing time
Default9,6873 seconds
Coarse1,7293 seconds
Fine60,5124 seconds
Local refinement13,87112 seconds

Even though the local refinement study has fewer elements, its meshing time was the longest because the local control created elements about half the size of those in the fine mesh study. However, the solution time (calculating stress, strain, and displacement) will make up for the longer meshing time, as we’ll discover shortly.

Accuracy of stress results

Animation of stress plot using the local refinement mesh
Mesh sizeMaximum stress
Default1,121 MPa
Coarse1,088 MPa
Fine1,166 MPa
Local refinement1,197 MPa

The above table is an example of mesh convergence (finer meshes provide greater accuracy). The local refinement study delivers the highest maximum stress, indicating it has most successfully converged on the final, accurate solution by precisely meshing the critical fillet area.

Accuracy of displacement results

Mesh sizeMaximum displacement
Default5.894 mm
Coarse5.851 mm
Fine5.903 mm
Local refinement5.900 mm

Total computation time vs. accuracy

Mesh sizeMeshing timeSolution timeTotal timeAccuracy
Default3 seconds9 seconds12 secondsMedium
Coarse3 seconds2 seconds5 secondsLow
Fine4 seconds55 seconds59 secondsHigh
Local refinement12 seconds15 seconds27 secondsHighest
Mobile users: Scroll to the left to view full table.

The local refinement study delivered the highest accuracy using less than half the total computation time of the fine mesh study. While implementing the mesh control required extra initial setup time, this example highlights the significant efficiency gains possible when analyzing complex parts and large assemblies.

Source

This content (including the analysis setup, simulation execution, and all resulting visual content—screenshots and videos) was individually performed and generated by me in SolidWorks Simulation, utilizing a combination of custom and existing parts provided by SolidWorks as guided by the MySolidWorks Training curriculum.