Table 5.
CCD design of variables and their corresponding experimental and predicted removal of MG and AO.
| Run No | Variables | Responses | |||||||
|---|---|---|---|---|---|---|---|---|---|
| %RMG | %RAO | ||||||||
| A | B | C | D | E | Actual | Predicted | Actual | Predicted | |
| 1 | 350 | 6 | 8 | 4 | 12 | 63.56 | 63.75 | 73.44 | 73.28 |
| 2 | 350 | 10 | 8 | 4 | 6 | 92.97 | 93.56 | 87.73 | 87.81 |
| 3 | 300 | 8 | 2 | 6 | 9 | 84.50 | 83.88 | 90.62 | 90.89 |
| 4 | 300 | 8 | 6 | 2 | 9 | 77.76 | 76.28 | 87.08 | 87.68 |
| 5 | 300 | 4 | 6 | 6 | 9 | 29.18 | 29.49 | 38.37 | 38.97 |
| 6 | 300 | 8 | 6 | 6 | 9 | 82.15 | 82.00 | 92.25 | 92.43 |
| 7 | 250 | 6 | 4 | 4 | 12 | 57.62 | 57.92 | 61.59 | 61.28 |
| 8 | 400 | 8 | 6 | 6 | 9 | 87.39 | 86.99 | 87.85 | 87.81 |
| 9 | 300 | 12 | 6 | 6 | 9 | 62.91 | 61.99 | 79.23 | 78.35 |
| 10 | 350 | 10 | 8 | 8 | 12 | 57.86 | 57.77 | 96.40 | 96.98 |
| 11 | 250 | 6 | 8 | 4 | 6 | 34.29 | 34.53 | 43.91 | 43.67 |
| 12 | 300 | 8 | 6 | 10 | 9 | 43.47 | 44.35 | 62.48 | 61.61 |
| 13 | 300 | 8 | 6 | 6 | 15 | 84.06 | 83.95 | 89.73 | 89.33 |
| 14 | 300 | 8 | 6 | 6 | 9 | 84.44 | 82.00 | 94.26 | 92.43 |
| 15 | 350 | 10 | 4 | 4 | 12 | 98.68 | 99.33 | 99.03 | 99.04 |
| 16 | 300 | 8 | 10 | 6 | 9 | 56.85 | 56.86 | 74.86 | 74.31 |
| 17 | 200 | 8 | 6 | 6 | 9 | 54.17 | 53.96 | 48.06 | 47.82 |
| 18 | 250 | 10 | 8 | 8 | 6 | 37.94 | 37.90 | 48.54 | 49.04 |
| 19 | 300 | 8 | 6 | 6 | 9 | 80.94 | 82.00 | 90.69 | 92.43 |
| 20 | 300 | 8 | 6 | 6 | 9 | 79.75 | 82.00 | 91.37 | 92.43 |
| 21 | 350 | 6 | 4 | 8 | 12 | 85.39 | 85.15 | 62.29 | |
| 22 | 350 | 6 | 4 | 4 | 6 | 52.46 | 52.90 | 84.43 | |
| 23 | 300 | 8 | 6 | 6 | 9 | 82.73 | 82.00 | 92.43 | |
| 24 | 350 | 6 | 8 | 8 | 6 | 27.69 | 27.39 | 43.91 | |
| 25 | 250 | 6 | 8 | 8 | 12 | 46.09 | 45.65 | 46.25 | |
| 26 | 300 | 8 | 6 | 6 | 9 | 81.38 | 82.00 | 92.43 | |
| 27 | 350 | 10 | 4 | 8 | 6 | 58.07 | 58.23 | 78.71 | |
| 28 | 250 | 10 | 4 | 4 | 6 | 75.73 | 76.43 | 76.74 | |
| 29 | 300 | 8 | 6 | 6 | 3 | 58.76 | 58.27 | 74.55 | |
| 30 | 250 | 10 | 8 | 4 | 12 | 56.98 | 57.43 | 72.34 | |
| 31 | 250 | 10 | 4 | 8 | 12 | 56.35 | 56.37 | 64.56 | |
| 32 | 250 | 6 | 4 | 8 | 6 | 39.90 | 39.71 | 52.59 | |
A: adsorbent dosage (mg), B: pH of the solution, C: MG concentration (mg L−1), D: AO concentration (mg L−1) and E: sonication time (min).