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Step 7: Verification & Validation

It is very important that you take the time to check the validity of your solution.

This section takes you through some of the steps required to refine your initial results and hopefully make them closer to the experimental results.

In this section, you will:

1. Refine the initial mesh

2. Compare the accuracy of the refined mesh to the original mesh.

Refine Mesh

Let's repeat the solution on a finer mesh with more smaller element size.Repeat the mesh steps, but this time use edge sizing of 50 and 0.02. In the workbench, under Force Convection project, right click on Fluid Flow (FLUENT) and click duplicate. Rename the duplicate project to Force Convection Refined Mesh. You should have two projects cell in workbench.

Double click on Mesh for Forced Convection Refined Mesh. A new ANSYS Mesher window will open. Under Outline, expand mesh tree and click on Edge Sizing.
 

Under Details of "Edge Sizing", enter 60 for Number of Divisions. Under Bias select:

"--- --- - -" and when asked for the bias factor please enter 20.

Similarly, specify element size of 0.015m for Edge Sizing 2

A bias was used for the vertical edges but not the horizontal edges to keep an optimum y+ value at the wall. This tutorial will not cover y+ values and their meanings, but it may be useful to know for future reference.

Click Update to generate the new mesh. If you refer back to the mesh details and expand statistics, you will notice that the number of elements has increased to 19536, compared to 5508 of the original mesh.

Close the ANSYS Mesher and go back to Workbench windows. Under Forced Convection Refined Mesh, right click on Fluid Flow (FLUENT) and click Update. Wait for a few minutes for FLUENT to obtain a solution.

We would want to compare the solution between the two meshes. To do that, drag the Solution cell of Forced Convection Refined Mesh to Results cell of Forced Convection.

 

Finally, double click on Results cell of Forced Convection to compare. Under Outline tab, click on the results of interest to analyze.

How do the results below compare to the experimental results. Keep in mind the assumptions and plotting points for the simulation compared to the experimental results. Just because some of the results seem further away does not necessarily mean the simulation is wrong.

Centerline Pressure



 enlarged view

The refined mesh pressure correspond better with the experimental data. 

Centerline Temperature


enlarged view 

Wall Temperature


enlarged view 

 
What can you say about mesh refinement after comparing the results? 

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