Equation [4] was developed on the basis of the preceding least squares analysis, which yields a functional relationship among the experimental variables.
Based on these exploratory calculations and observations, a general relationship was subsequently developed through regression of the data shown in Figs. 1 to 4 based on the form of equation [4] as follows: