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I want a suggestions regarding sensitivity Analysis in Python. I have a Building model from Dymola, and I simulated it for one year to check the total Energy consumption. Now ; I want to see which Parameter is affecting the most, by using Global Sensitivity Analysis in Python.

In, Python I used the Sobol SA and Ishigami function to do the sensitivity Analysis. For the Input of Ishigami function I took the total Energy consumption due to Change in each seperate Parameter. Then, I simulated it to check the first and second order Indices of Sobol method. Is it a correct way?Python Code

Adnan Muntaseer
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You need to replace the Ishigami function with your Dymola model.

The Ishigami function is just a "test model" used to demonstrate the sensitivity analysis library.

willu47
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  • To replace the Ishigami function with my Dymola model, should I transfer it with FMPy or just create an equation of my model like the Ishigami function? @willu47 – Adnan Muntaseer May 24 '18 at 17:00
  • Pass the sample generated by SALib to your Dymola model. Then analyze the outputs from your Dymola model using the relevant analyze method. – willu47 Jul 10 '18 at 09:07