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From Fig. 3a, the maximum desirability lies near maximum temperature or maximum time; in Fig. 3b the maximum desirability lies near low activating agent concentration and extended uniformly over the time axis.
With the maximum desirability, it was found the model predicted adsorption capacity, 64.66% as shown in Table 4.
The maximum desirability was identified at the smallest mean volume diameter (dv) and span, and the highest yield.
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Within the range of experimental conditions, the parameters with maximum desirability are 225 °C, 30 min, 85% RH and 200 °C, 90 min, 85% RH for MDF and HDF panels, respectively.
Desirable H2 yield and Rmax simultaneously were achieved under temperature 35.9 °C, pH 5.95 and BWC 6.05 g/l by a desirability function approach which produced the maximum overall desirability 0.894.
Bar graph showing individual desirability values (d i ) of various objective responses and the maximum combined desirability of 0.971 for the optimization of ultrasonic extraction conditions for extraction of curdione, furanodienone, curcumol and germacrone from Curcuma wenyujin.
The values of desirability obtained for all the solutions were close to 1.0, demonstrating maximum desirability.
The optimization overlay graph showed that the maximum global desirability, D = 0.856, was reached when the conditions were set at high Cs and MTX concentration.
Fig. 3 Response surface graph of the maximum global desirability function with 0.971 at a 20 min extraction time; b 70.1 % ethanol concentration and c 8 mL g−1 liquid solid ratio.
The optimization results indicated that the maximum combined desirability 97.1 % was achieved at conditions as follows: liquid solid ratio, 8 mL g−1; ethanol concentration, 70 % and ultrasonic time, 20 min.
The maximum individual desirability of FAME content was predicted to be 87.68% corresponding to an ultrasonic power of 150 W, reaction time of 100 min, methanol:oil molar ratio of 83 and chloroform:oil molar ratio of 97.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com