Table 3.
Central composite design with experimental values of target responses of from cinnamon extract by RE method
Exp. No.a | Extraction condition | Target responses | ||||
---|---|---|---|---|---|---|
Ethanol conc. (%) | Extraction temp. (oC) | Extraction time (min) | Total yield (%) | Cinnamic acid (mg/100 mL) | Cinnamaldehyde (mg/100 mL) | |
1 | 25 (− 1)b | 60 (− 1) | 1.5 (− 1) | 0.65 ± 0.01 | 5.30 ± 0.03 | 129.06 ± 0.07 |
2 | 25 (− 1) | 60 (− 1) | 3.5 (1) | 0.68 ± 0.01 | 5.42 ± 0.05 | 134.64 ± 0.05 |
3 | 25 (− 1) | 80 (1) | 1.5 (− 1) | 0.79 ± 0.01 | 5.43 ± 0.02 | 131.44 ± 0.11 |
4 | 25 (− 1) | 80 (1) | 3.5 (1) | 0.75 ± 0.01 | 5.26 ± 0.03 | 117.53 ± 0.00 |
5 | 75 (1) | 60 (− 1) | 1.5 (− 1) | 0.83 ± 0.00 | 5.86 ± 0.02 | 223.44 ± 0.11 |
6 | 75 (1) | 60 (− 1) | 3.5 (1) | 0.84 ± 0.03 | 6.15 ± 0.01 | 228.05 ± 0.10 |
7 | 75 (1) | 80 (1) | 1.5 (− 1) | 0.94 ± 0.04 | 6.24 ± 0.00 | 232.64 ± 0.13 |
8 | 75 (1) | 80 (1) | 3.5 (1) | 0.98 ± 0.02 | 6.25 ± 0.02 | 232.46 ± 0.26 |
9 | 50 (0) | 70 (0) | 2.5 (0) | 0.89 ± 0.02 | 6.23 ± 0.05 | 221.43 ± 0.09 |
10 | 50 (0) | 70 (0) | 2.5 (0) | 0.89 ± 0.02 | 6.24 ± 0.06 | 220.11 ± 0.03 |
11 | 0 (− 2) | 70 (0) | 2.5 (0) | 0.41 ± 0.01 | 4.93 ± 0.00 | 96.65 ± 0.03 |
12 | 100 (2) | 70 (0) | 2.5 (0) | 0.73 ± 0.01 | 6.04 ± 0.01 | 225.67 ± 0.05 |
13 | 50 (0) | 50 (− 2) | 2.5 (0) | 0.80 ± 0.05 | 5.89 ± 0.01 | 217.91 ± 0.17 |
14 | 50 (0) | 90 (2) | 2.5 (0) | 0.93 ± 0.01 | 6.09 ± 0.02 | 219.36 ± 0.25 |
15 | 50 (0) | 70 (0) | 0.5 (− 2) | 0.87 ± 0.03 | 6.16 ± 0.00 | 233.11 ± 0.05 |
16 | 50 (0) | 70 (0) | 4.5 (2) | 0.90 ± 0.02 | 6.07 ± 0.04 | 214.16 ± 0.07 |
R2 | 0.9857 | 0.9112 | 0.8819 | |||
Morphology | Maximum | Maximum | Saddle point | |||
F-ratio of ethanol concentration | 76.72*** | 14.33* | 10.51*** | |||
F-ratio of extraction temperature | 11.73*** | 1.08 | 0.06 | |||
F-ratio of extraction time | 0.46 | 0.43 | 0.07 |
aThe number of experimental conditions by central composite design
bCoded level of independent variables
*Significant at p < 0.1; **significant at p < 0.05; ***significant at p < 0.01