Currently, I have joined a manufacturing company as a fresh graduate and they base their parameters on trial and error or experience. However, I think there is a more "scientific" way. I have tried to find a good source but with no luck.

I hope that you can recommend me any sources that can teach me about choosing those parameters. any other recommendation will be appreciated. 

EDIT #1:

First, thank you all for taking the time and answering my question.

Second, I forgot to mention that the manufacturing company that I work for do reverse engineering which in many cases means that we will do only one to three duplicates of most of the jobs we get. every piece we do is different in term of material, shape and dimensions. Other wise I would of done DoE.   

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