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Therefore, nanofiber mats of PCL, PVA, and PCL loaded with curcumin were optimized on the basis of response surface methodology (RS M modeling.
The set of experiments on the basis of response surface methodology (RS M are employed in preparing the objective model to study the effect of the main turning parameters.
On the basis of response surface methodology (RSM), we obtained design criteria at which printing toners with acceptable environmental and engineering characteristics are produced.
Seventeen tests were designed according to the three-level three-factor Box Behnken experimental design and the mathematical model correlating the process parameters and the failure energy was established on the basis of response surface methodology (RSM) technique.
The appropriate parameters for vacuum reduction process on the basis of response surface methodology (RSM) were 920.53 °C and 259.63 Pa, with 16.64 wt.% reductant, and for the chlorinated distillation process, adding 8 mol/l HCl and L/S 7, 8 wt.% MnO2.
On the basis of response surface methodology (RS M, the optimal conditions were determined to be the ratio of solution to solid as 25:1 (mL/g), the extraction power as 1500 W, the buffer time as 3.0 s, and the extraction time as 40 min.
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On the basis of the quadratic polynomial equation of response surface model (Equation 1), the present model and data analysis not only allowed the definition of optimum conditions for endoxylanase activity but also showed the combined effect of independent variables such as pH (A), temperature (B), and substrate concentration(C) on the endoxylanase activity in terms of coded factors in Equation 2.
Flexible non-linear regression techniques have been widely used for data-based modeling of chemical processes, and they form the basis of process design under the framework of response surface methodology (RS M.
The sparsity of response surface on the mathematic basis has been explored to accurately represent the variation between design variables and performance response with only a few design points, which is very beneficial to efficient design optimization.
On the basis of the response surface and contour plots, the optimum conditions for omethoate degradation were; 1.9% (w/v) glucose, initial pH 6.21, and culture temperature 32.64 °C.
The commonly used forms of polynomial-basis response surface methodology are as follows.
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