I am working on an enzyme production in submerged fermentation. I already have some data available from my previous batch. They have worked with 5 different variables (substrate concentrations) to increase the product yield and generated about 36 experimental results with product yield. They have randomly conducted experiments by changing the substrate concentration.

Now, I want to use that data and study the interaction effect of those variables (substrate composition) and optimize the product yield. How can I do it?

Thank you in advance.

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