Table 1.
Coded levels and actual values (in parentheses) of the variables in Box–Behnken design: extraction time (X1, min); temperature (X2, °C); pH (X3); pectin yield (PY, %); degree of esterification (DE, %)
Run | Independent variables | Measured responses | Predicted responses | ||||
---|---|---|---|---|---|---|---|
X1 | X2 | X3 | PY | DE | PY | DE | |
1 | − 1 (30) | − 1 (75) | 0 (2.25) | 9.20 | 61.23 | 9.09 | 60.15 |
2 | + 1 (90) | − 1 (75) | 0 (2.25) | 12.76 | 54.92 | 12.67 | 54.39 |
3 | − 1 (30) | + 1 (95) | 0 (2.25) | 13.75 | 50.05 | 13.83 | 50.58 |
4 | + 1 (90) | + 1 (95) | 0 (2.25) | 14.34 | 48.27 | 14.45 | 49.35 |
5 | − 1 (30) | 0 (85) | − 1 (1.50) | 22.26 | 45.83 | 22.14 | 45.93 |
6 | + 1 (90) | 0 (85) | − 1 (1.50) | 25.98 | 45.88 | 25.84 | 45.43 |
7 | − 1 (30) | 0 (85) | + 1 (3.00) | 7.03 | 69.48 | 7.17 | 69.92 |
8 | + 1 (90) | 0 (85) | + 1 (3.00) | 7.55 | 63.54 | 7.67 | 63.43 |
9 | 0 (60) | − 1 (75) | − 1 (1.50) | 20.41 | 45.11 | 20.64 | 46.08 |
10 | 0 (60) | + 1 (95) | − 1 (1.50) | 27.95 | 44.10 | 28.00 | 43.47 |
11 | 0 (60) | − 1 (75) | + 1 (3.00) | 8.20 | 71.15 | 8.16 | 71.78 |
12 | 0 (60) | + 1 (95) | + 1 (3.00) | 7.56 | 60.76 | 7.33 | 59.78 |
13 | 0 (60) | 0 (85) | 0 (2.25) | 11.02 | 58.57 | 10.62 | 58.54 |
14 | 0 (60) | 0 (85) | 0 (2.25) | 10.65 | 58.03 | 10.62 | 58.54 |
15 | 0 (60) | 0 (85) | 0 (2.25) | 10.20 | 59.01 | 10.62 | 58.54 |