Design of experiments is a method for experimentation that enables the possibility to estimate effects and responses of certain factors and their interactions with statistical significance and low experimental effort. This approach includes several phases from sorting out the trivial from the vital factors, characterizing main effects, interactions, detecting non-linearity and establishing functional relationships (response surfaces) for optimizing factors and comparing categorical responses etc.. The goal of the …