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Can SU2 do the inverse design?

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Old   February 25, 2015, 01:07
Default Can SU2 do the inverse design?
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Zhang Rui
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Hi,everyone!
Could you tell me if SU2 source code can do the inverse design now? If so, where should I provide the target pressure ? And which part in the configuration file and source code should I change?

Many thanks~
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Old   March 5, 2015, 20:30
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Francisco Palacios
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Quote:
Originally Posted by gina07 View Post
Hi,everyone!
Could you tell me if SU2 source code can do the inverse design now? If so, where should I provide the target pressure ? And which part in the configuration file and source code should I change?

Many thanks~
There is a inverse design example in this folder:

https://github.com/su2code/TestCases...inverse_design

Best Regards,
Francisco Palacios
SU2 lead developer
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Old   March 8, 2016, 23:38
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Jason Shih
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I can't find inverse design example with RANS, and here are the messeage show when I tried to make a inverse design with RANS:

21 NIT FC OBJFUN GNORM
22 Traceback (most recent call last):
23 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/shape_optimization.py", line 154, in <module>
24 main()
25 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/shape_optimization.py", line 99, in main
26 options.quiet )
27 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/shape_optimization.py", line 137, in shape_optimization
28 SU2.opt.SLSQP(project,x0,xb,its,accu)
29 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/opt/scipy_tools.py", line 128, in scipy_slsqp
30 epsilon = eps )
31 File "/vol-th/home/SSTworkgroup1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/scipy/optimize/slsqp.py", line 206, in fmin_slsqp
32 constraints=cons, **opts)
33 File "/vol-th/home/SSTworkgroup1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/scipy/optimize/slsqp.py", line 360, in _minimize_slsqp
34 fx = func(x)
35 File "/vol-th/home/SSTworkgroup1/Enthought/Canopy_64bit/User/lib/python2.7/site-packages/scipy/optimize/optimize.py", line 281, in function_wrapper
36 return function(*(wrapper_args + args))
37 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/opt/scipy_tools.py", line 144, in obj_f
38 obj = project.obj_f(x)
39 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/opt/project.py", line 213, in obj_f
40 return self._eval(konfig, func,dvs)
41 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/opt/project.py", line 182, in _eval
42 vals = design._eval(func,*args)
43 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/eval/design.py", line 142, in _eval
44 vals = eval_func(*inputs)
45 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/eval/design.py", line 240, in obj_f
46 func = su2func(this_obj,config,state)
47 File "/vol-th/home/SSTworkgroup1/SSJ/SU2/bin/SU2/eval/functions.py", line 104, in function
48 func_out = state['FUNCTIONS'][func_name]
49 KeyError: 'INVERSE_DESIGN_PRESSURE'

Is that mean the SU2 can not do inverse design with RANS now? The version is 4.0.2.

Best,
Jason Shih
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Old   March 9, 2016, 03:32
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Jason Shih
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Sorry, guys.

I forgot to add these line to cfg file:

% --------------------- INVERSE DESIGN SIMULATION -----------------------------%
%
% Evaluate an inverse design problem using Cp (NO, YES)
INV_DESIGN_CP= YES
%
% Evaluate an inverse design problem using heat flux (NO, YES)
INV_DESIGN_HEATFLUX= NO

Best,
Jason
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Old   July 12, 2022, 12:31
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Abhijith
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Quote:
Originally Posted by dasssj View Post
Sorry, guys.

I forgot to add these line to cfg file:

% --------------------- INVERSE DESIGN SIMULATION -----------------------------%
%
% Evaluate an inverse design problem using Cp (NO, YES)
INV_DESIGN_CP= YES
%
% Evaluate an inverse design problem using heat flux (NO, YES)
INV_DESIGN_HEATFLUX= NO

Best,
Jason

Hi,

Even after adding 'INV_DESIGN_CP= YES' to the config file, I get the following error. Please help me with this.






File "C:\SU2\bin\shape_optimization.py", line 183, in <module>
main()
File "C:\SU2\bin\shape_optimization.py", line 92, in main
shape_optimization( options.filename ,
File "C:\SU2\bin\shape_optimization.py", line 159, in shape_optimization
SU2.opt.SLSQP(project,x0,xb,its,accu)
File "C:\SU2\bin\SU2\opt\scipy_tools.py", line 120, in scipy_slsqp
outputs = fmin_slsqp( x0 = x0 ,
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\slsqp.py", line 207, in fmin_slsqp
res = _minimize_slsqp(func, x0, args, jac=fprime, bounds=bounds,
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\slsqp.py", line 375, in _minimize_slsqp
sf = _prepare_scalar_function(func, x, jac=jac, args=args, epsilon=eps,
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\optimize.py", line 261, in _prepare_scalar_function
sf = ScalarFunction(fun, x0, args, grad, hess,
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\_differentiable_functions. py", line 140, in __init__
self._update_fun()
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\_differentiable_functions. py", line 233, in _update_fun
self._update_fun_impl()
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\_differentiable_functions. py", line 137, in update_fun
self.f = fun_wrapped(self.x)
File "C:\ProgramData\Anaconda3\lib\site-packages\scipy\optimize\_differentiable_functions. py", line 134, in fun_wrapped
return fun(np.copy(x), *args)
File "C:\SU2\bin\SU2\opt\scipy_tools.py", line 383, in obj_f
obj_list = project.obj_f(x)
File "C:\SU2\bin\SU2\opt\project.py", line 237, in obj_f
return self._eval(konfig, func,dvs)
File "C:\SU2\bin\SU2\opt\project.py", line 206, in _eval
vals = design._eval(func,*args)
File "C:\SU2\bin\SU2\eval\design.py", line 147, in _eval
vals = eval_func(*inputs)
File "C:\SU2\bin\SU2\eval\design.py", line 244, in obj_f
func += su2func(this_obj,config,state) * sign * scale * global_factor
File "C:\SU2\bin\SU2\eval\functions.py", line 118, in function
func_out = state['FUNCTIONS'][func_name]
KeyError: 'INVERSE_DESIGN_PRESSURE'


Thanks.
Abhijith
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