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-   -   FFT for Post Simulation Analysis (http://www.cfd-online.com/Forums/cfx/88949-fft-post-simulation-analysis.html)

faisal_durr May 31, 2011 04:59

FFT for Post Simulation Analysis
 
Hello Guys, Im looking at using LES to look at plumes in a naturally ventilated building. I have set up statistical results for the velocity, temperature and pressure variables in cfx-pre and run the simulation for which I now have the results. I need to now run an FFT analysis on the simulation results I have got. I do have matlab to help out with the FFT. But I need the help of you experts out there to tell how to do this. It would be really great if you could tell me in steps how to take things from cfx-post (for example), to matlab and then run the FFT. Thank you so very much :)

ojha.mayank485 May 31, 2011 16:20

@ faisal
 
I ran a FFT using MATLAB to find the frequency of vortex shedding for a flow over a bluff body. This is what I did.

Once you get your values of your data wrt time, export everything to EXCEL and make MATLAB read the EXCEL file to get the FFT graph of Power spectrum vs Freq.

You can use the readxlsx command in MATLAB to read all your data values. Matlab will read all the data values from the EXCEL file into an ARRAY and then use the FFT function in MATLAB to calculate the Frequency.

Hope this helped.

faisal_durr June 7, 2011 07:03

Quote:

Originally Posted by ojha.mayank485 (Post 310023)
I ran a FFT using MATLAB to find the frequency of vortex shedding for a flow over a bluff body. This is what I did.

Once you get your values of your data wrt time, export everything to EXCEL and make MATLAB read the EXCEL file to get the FFT graph of Power spectrum vs Freq.

You can use the readxlsx command in MATLAB to read all your data values. Matlab will read all the data values from the EXCEL file into an ARRAY and then use the FFT function in MATLAB to calculate the Frequency.

Hope this helped.

Hey buddy thanks for the reply. I am also looking at vortex shedding myself. I would love to see your work if its published or your theses if you have written one. I have some questions I would like you to answer please. I am thinking of plotting velocity vs. time to get the graph. This will be done at a specific point right with the help of monitors right? And one i plot this as a chart in post then I will export the chart to excel, am I correct? Thanks for the help :)

ojha.mayank485 June 7, 2011 17:57

Quote:

Originally Posted by faisal_durr (Post 310833)
Hey buddy thanks for the reply. I am also looking at vortex shedding myself. I would love to see your work if its published or your theses if you have written one. I have some questions I would like you to answer please. I am thinking of plotting velocity vs. time to get the graph. This will be done at a specific point right with the help of monitors right? And one i plot this as a chart in post then I will export the chart to excel, am I correct? Thanks for the help :)

Quote:

I would love to see your work if its published or your theses if you have written one
I do not have anything published results yet. I have a few stuff remaining to do.

Quote:

I am thinking of plotting velocity vs. time to get the graph. This will be done at a specific point right with the help of monitors right? And one i plot this as a chart in post then I will export the chart to excel, am I correct?
For me I plotted the forces over the surface but you can certainly do it for a point. YES !!!! Then right click on the plot and export it to EXCEL.

Then write a Matlab script to read values from the EXCEL file that has been created and use the FFT function to get your frequency.

Let me know if you need any more help.

omidiut June 8, 2011 07:11

Hi. ojha.mayank485
How do you use FFT in MATLAB? can you explain the syntax of this function that you use it?
I do it by Freqz function in MATLAB but my result is not reasonable.

Best regards

omidiut June 8, 2011 07:13

Quote:

Originally Posted by ojha.mayank485 (Post 310938)
I do not have anything published results yet. I have a few stuff remaining to do.



For me I plotted the forces over the surface but you can certainly do it for a point. YES !!!! Then right click on the plot and export it to EXCEL.

Then write a Matlab script to read values from the EXCEL file that has been created and use the FFT function to get your frequency.

Let me know if you need any more help.


Hi. ojha.mayank485
How do you use FFT in MATLAB? can you explain the syntax of this function that you use it?
I do it by Freqz function in MATLAB but my result is not reasonable.

Best regards

ojha.mayank485 June 8, 2011 12:22

Send me an email at ojha.mayank485@gmail.com and I'll send you the MATLAB script and the xlsx file containing the Cl over my bluff body. It is a small code.
Just looking at the MATLAB syntax will give you a clear idea of what is happening.

I have not heard of the freq function. You should be using the FFT in-build function.

omidiut June 8, 2011 15:11

Thanks for reply Mayank Ojha
Best regards

zoozoozoo August 5, 2011 19:37

Hey Mayank,

I'm interested in exactly the same issue. Do you think it would be possible to have a look at your Matlab script, as well. Would be great and appreciated.

thanks inn advance.
matt

famerfamer September 3, 2011 16:59

Quote:

Originally Posted by omidiut (Post 311029)
Hi. ojha.mayank485
How do you use FFT in MATLAB? can you explain the syntax of this function that you use it?
I do it by Freqz function in MATLAB but my result is not reasonable.

Best regards

Hey,

Could you also send me your matlab script? I'm working on the same thing right now. Thanks! tamubruce at gmail.com

Sal September 5, 2011 06:38

Just to remind you guys that in the CFD-Post you can insert a new Chart XY - Transient or Sequence read data from any monitor point control, file (.csv that you can also export from CFX-Solver Manager Monitor) or time-dependent expression. Then enable Fast Fourier Transform (FFT) and off you go. This is very handy.
Good luck.

rujia September 14, 2011 06:07

hello everyone:
there are 3 component for velocity field in my results. In matlab, which velocity is used for getting the energy spectrum. maybe, the turbulence kinetic energy should be calculated for the spectrum, isn't it?

Sonik_87 March 13, 2012 04:35

fft in Matlab
 
Hello guys, I am at the moment writing a code for solving the fluid motion about a 2D airfoil via a Linear-Strength-Vortex Method. I am at the point in which I need to validate my unsteady code and therefore I would like to compare my results with some NACA papers in which the coefficients of the Fourier series are plotted. For example:

Cp= Cp0+Cp1s*sin(wt)+Cp1c*cos(wt)+Cp2*sin(2wt+phi)

My problem is I don't really understand how to obtain these coefficients from the fft function. What I have is the value of Cp on each panel at each time step: so let's say we have 60 panels and 100 time steps, I have a Cp matrix of Cp(60,100). Applying the fft to this I get again a 60x100 matrix (with complex numbers). I do not know how to use this data. I somewhere found a guid which says the coefficients (a0, a1, b1, a2, b2, ...) are to be calculated via division by N/2... but I still don't understand.
Could you help me letting some light in the matter?

Thank you very much.
A.


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