Mesh Convergence Study in ABAQUS

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Discussion Overview

The discussion revolves around mesh convergence in ABAQUS, specifically regarding the behavior of maximum von Mises stress as the mesh is refined in a model of a pipe bend. Participants explore the implications of a graph that shows stress converging from a higher value to a lower value, contrasting it with typical mesh convergence graphs.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant questions the validity of their mesh convergence graph, noting that maximum stress decreases from a higher value to a lower value as the mesh is refined, which contrasts with typical expectations.
  • Another participant suggests that the maximum stress should not change appreciably with a sufficiently fine mesh, prompting a clarification about the stress values being plotted.
  • A later reply indicates that high stress values in coarse meshes may result from nonphysical stress concentrations due to inadequate meshing over curved regions.
  • One participant expresses intent to refine the mesh further and experiment with different element types to observe changes in the convergence behavior.
  • Another participant comments on the historical differences between element types, suggesting that modern elements should yield similar results if the analysis and geometry are straightforward.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the implications of the observed graph shape, and multiple viewpoints regarding mesh behavior and validity remain present throughout the discussion.

Contextual Notes

Participants acknowledge that computational physics can yield varied results and that the behavior of stress in relation to mesh refinement may not always conform to expected patterns.

dfitz1000
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Hi,
I just have a quick question about mesh convergence, hopefully someone can help.

I have a model of a pipe bend that I've meshed using ABAQUS and then found the location and value of the maximum von Mises stress. I then refined the mesh a few times and plotted the max stress against the number of elements in each mesh. The resulting graph has the following shape with no. of elements on the X axis and stress on the Y axis
.
http://people.sinclair.edu/nickreeder/eet150/PageArt/exponentialI.gif

Any mesh convergence graphs I've seen however have the following shape.

http://www.chalice-engineering.com/News/images/knowledge1_fig1.GIF

Does it matter that my graph is a mirror image of what it "should" be? ie the stress in my model converges from a higher stress to a lower stress rather than vice versa.

Any help would be appreciated.

Thanks.
 
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As you refine your mesh, the maximum stress goes to zero?

Are you sure that you are plotting the maximum stress and not perhaps stress at a certain element (which as the stress location could change, could change)?

You are correct that when your mesh is fine enough, the maximum stress should not change appreciably.
 
Apologies for not being clear but what I meant was that as I refine the mesh, it approaches some value (not zero, actually it's around 6.6 MPa). I understand the first graph is misleading, just ignore the axes and look at the shape of the graph (it's the only graph I could find quickly on google with the correct shape).

As the mesh gets finer, the max stress drops from a higher value (say around 7 MPa) and eventually converges at around 6.6 MPa. Any mesh convergence graph I've ever seen starts at a lower stress (say 6 MPa) and then increases and eventually converges at 6.6 MPa. This gives my graph a shape similar to that in the first picture (just the shape, forget the values plotted on those axes) as opposed to what is shown in the second picture. Does this matter? Is my mesh convergence graph still valid or have I done something wrong?

Thanks for your reply, I hope I've cleared that up...
 
No, you may be valid.

With coarse meshes typically I see erroneously high values of stress. This is mostly due to the elements in that region become very faceted. The high stress location is almost always in a curved region, so lack of meshing can introduce nonphysical stress concentrations.

Now it's very likely that you may be coarsely meshing over a feature which can add to stress, and you can see something like you have in Figure 2.

Computational physics is really a gray-box. It's important to know that, and know that things don't always happen the same way (in fact they rarely do).
 
Thanks minger. I'm going to try mesh finer and finer and then see what the graph looks like, if it continues to converge, then so be it and if it doesn't I may be back with more questions! I'm also going to try using different element types.
 
If your analysis and geometry are pretty straightforward then you shouldn't see too much of a difference between element types, so long as they are similar. Years ago, there were rather large differences in high-order vs low-order, and you may see that today if you use legacy elements. However, if you use updated elements, they should be similar.

Good luck,
 

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