Response surface central composite design (CCD) and their experimental results.
| Run | Actual values | Coded values | Response | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| X 1 | X 2 | X 3 | X 4 | X 1 | X 2 | X 3 | X 4 | Actual | Predicted | |
| 1 | 20 | 8 | 0.2 | 30 | 0 | 0 | 0 | −1 | 85.60 | 87.93 |
| 2 | 10 | 11 | 0.1 | 30 | −1 | +1 | −1 | −1 | 66.30 | 63.90 |
| 3 | 10 | 5 | 0.3 | 90 | −1 | −1 | +1 | +1 | 67.90 | 69.46 |
| 4 | 20 | 8 | 0.3 | 60 | 0 | 0 | +1 | 0 | 88.70 | 86.90 |
| 5 | 20 | 11 | 0.2 | 60 | 0 | +1 | 0 | 0 | 65.30 | 67.12 |
| 6 | 30 | 5 | 0.1 | 90 | +1 | −1 | −1 | +1 | 66.20 | 64.70 |
| 7 | 30 | 11 | 0.1 | 30 | +1 | +1 | −1 | −1 | 63.40 | 61.86 |
| 8 | 30 | 11 | 0.3 | 30 | +1 | +1 | +1 | −1 | 60.30 | 60.64 |
| 9 | 10 | 5 | 0.1 | 90 | −1 | −1 | −1 | +1 | 66.80 | 66.44 |
| 10 | 30 | 11 | 0.1 | 90 | +1 | +1 | −1 | +1 | 59.80 | 60.72 |
| 11 | 10 | 11 | 0.3 | 30 | −1 | +1 | +1 | −1 | 60.40 | 61.92 |
| 12 | 10 | 8 | 0.2 | 60 | −1 | 0 | 0 | 0 | 92.80 | 92.26 |
| 13 | 10 | 11 | 0.3 | 90 | −1 | +1 | +1 | +1 | 62.90 | 61.93 |
| 14 | 10 | 5 | 0.3 | 30 | −1 | −1 | +1 | −1 | 68.20 | 67.25 |
| 15 | 30 | 5 | 0.3 | 30 | +1 | −1 | +1 | −1 | 65.90 | 64.72 |
| 16 | 30 | 5 | 0.3 | 90 | +1 | −1 | +1 | +1 | 66.10 | 68.48 |
| 17 | 10 | 5 | 0.1 | 30 | −1 | −1 | −1 | −1 | 66.00 | 66.93 |
| 18 | 20 | 8 | 0.1 | 60 | 0 | 0 | −1 | 0 | 84.20 | 86.00 |
| 19 | 20 | 5 | 0.2 | 60 | 0 | −1 | 0 | 0 | 73.60 | 71.78 |
| 20 | 30 | 5 | 0.1 | 30 | +1 | −1 | −1 | −1 | 62.70 | 63.64 |
| 21 | 10 | 11 | 0.1 | 90 | −1 | +1 | −1 | +1 | 60.00 | 61.21 |
| 22 | 20 | 8 | 0.2 | 90 | 0 | 0 | 0 | +1 | 90.80 | 88.47 |
| 23 | 30 | 8 | 0.2 | 60 | +1 | 0 | 0 | 0 | 90.20 | 90.74 |
| 24 | 30 | 11 | 0.3 | 90 | +1 | +1 | +1 | +1 | 63.10 | 62.20 |