Table 1.
CCRD design of experiments with experimental, RSM predicted, and ANN predicted results of juice yield
| Run | Independent parameters | Juice yield (%) | ||||
|---|---|---|---|---|---|---|
| A | B | C | Experimental | RSM predicted | ANN predicted | |
| 1 | 0.06 (0) | 30 (−1.682) | 70 (0) | 65.94 ± 0.47 | 66.24 | 66.61 |
| 2 | 0.06 (0) | 40 (0) | 20 (−1.682) | 63.01 ± 0.29 | 62.89 | 62.95 |
| 3 | 0.08 (+ 1) | 34 (−1) | 40 (−1) | 64.38 ± 0.31 | 64.82 | 64.6 |
| 4 | 0.03 (−1) | 46 (+ 1) | 100 (+ 1) | 67.07 ± 0.37 | 66.64 | 66.9 |
| 5 | 0.08 (+ 1) | 34 (−1) | 100 (+ 1) | 69.46 ± 0.43 | 69.16 | 69.44 |
| 6 | 0.01 (−1.682) | 40 (0) | 70 (0) | 62.94 ± 0.19 | 63.4 | 63.22 |
| 7 | 0.03 (−1) | 46 (+ 1) | 40 (−1) | 63.54 ± 0.42 | 63.85 | 63.42 |
| 8 | 0.06 (0) | 50 (+ 1.682) | 70 (0) | 67.91 ± 0.25 | 67.59 | 67.95 |
| 9 | 0.08 (+ 1) | 46 (+ 1) | 100 (+ 1) | 69.7 ± 0.36 | 70.31 | 70.05 |
| 10 | 0.03 (−1) | 34 (−1) | 100 (+ 1) | 65.29 ± 0.21 | 65.25 | 64.87 |
| 11 | 0.08 (+ 1) | 46 (+ 1) | 40 (−1) | 64.99 ± 0.42 | 65.04 | 64.9 |
| 12 | 0.1 (+ 1.682) | 40 (0) | 70 (0) | 68.18 ± 0.33 | 67.7 | 68.21 |
| 13 | 0.06 (0) | 40 (0) | 120 (+ 1.682) | 68.79 ± 0.34 | 68.89 | 68.45 |
| 14 | 0.03 (−1) | 34 (−1) | 40 (−1) | 63.99 ± 0.27 | 63.39 | 63.98 |
| 15 | 0.06 (0) | 40 (0) | 70 (0) | 68.07 ± 0.27 | 67.11 | 67.16 |
| 16 | 0.06 (0) | 40 (0) | 70 (0) | 67.82 ± 0.35 | 67.11 | 67.16 |
| 17 | 0.06 (0) | 40 (0) | 70 (0) | 66.16 ± 0.39 | 67.11 | 67.16 |
| 18 | 0.06 (0) | 40 (0) | 70 (0) | 66.98 ± 0.23 | 67.11 | 67.16 |
| 19 | 0.06 (0) | 40 (0) | 70 (0) | 67.25 ± 0.38 | 67.11 | 67.16 |
| 20 | 0.06 (0) | 40 (0) | 70 (0) | 66.37 ± 0.25 | 67.11 | 67.16 |
A: Cellulase concentration (% w/w), B: Incubation temperature (°C), C: Incubation time (Minutes)