15 experiments with three independent replications in the middle are utilized as illustrated in Table 5. The validity of the fitted model is tested by computing a lack-of-fit, F-test and residual analysis. For the metamodel
fit and optimization procedure, a software called Design Expert 7.1 is used [30].