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Airfoil - Inverse Design/ Shape Optimization

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Old   June 14, 2021, 04:04
Default Airfoil - Inverse Design/ Shape Optimization
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Good day,

I have a question about the following task:
Based on a given NACA profile and the pressure distribution evident from an initial simulation, I would like to generate a new profile with the same/ a very similar pressure distribution after adjusting the flow conditions.

Now I need a hint how to realize the project in ANSYS.

I have already parameterized the pressure side of the single profile in the DesignXplorer (x,y-coordinates). However, I currently do not know how I can integrate the static pressures along the PS as target values. Is for the above mentioned problem another methodology possibly more advantageous (e.g. Adjoint Solver, BladeModeler)?
Especially with respect to the later following, intended geomteric study and airfoil generation in a cascade flow.


I would be pleased about your assistance.


With kind regards
Opal
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Old   March 7, 2022, 16:20
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You can find the optimal airfoil shape (minimizing the drag) but fulfilling a target lift coefficient on this website: https://aeroptimal.com/airfoil . The methodology is under review in journals. The CFD method employs OpenFOAM.
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Old   March 8, 2022, 04:21
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Quote:
Originally Posted by Opal View Post
Good day,

I have a question about the following task:
Based on a given NACA profile and the pressure distribution evident from an initial simulation, I would like to generate a new profile with the same/ a very similar pressure distribution after adjusting the flow conditions.

Now I need a hint how to realize the project in ANSYS.

I have already parameterized the pressure side of the single profile in the DesignXplorer (x,y-coordinates). However, I currently do not know how I can integrate the static pressures along the PS as target values. Is for the above mentioned problem another methodology possibly more advantageous (e.g. Adjoint Solver, BladeModeler)?
Especially with respect to the later following, intended geomteric study and airfoil generation in a cascade flow.


I would be pleased about your assistance.


With kind regards
Opal
Adjoint solver is different from parameter-based optimisation in workbench. Adjoint will help you achieve your observable values(for eg: L/D ratio) by modifying the shape of airfoil, so you won't be running many design points. It is a gradient based solver that calculates different equations within fluent.

If you run a prameter study in workbench along with designexplorer, it'll give you the performance of foil at each input parameter and you can get a response surface that'll tell you how performance changes with you input parameter.

Both ways can be used, adjoint although gives you some unique shapes.
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