N˚ | Real Values of Factors | Cellulose Nanocrystal Isolation Yield | ||||||
Amount of Cellulose | Sulfuric Acid Concentration | Hydrolysis Time | Hydrolysis Temperature | Sonication Time | Experimental responses | Theoretical Responses | Residues | |
X1 (g) | X2 (%. w/w) | X3 (min) | X4 (˚C) | X5 (min) | Yyield (%) | Yyield (%) | r (%) | |
1 | 10 | 65 | 90 | 40 | 10 | 61.22 | 64.49 | −3.27 |
2 | 10 | 40 | 10 | 80 | 10 | 96.26 | 93.22 | 3.04 |
3 | 7.5 | 52.5 | 126 | 60 | 20 | 51.39 | 57.93 | −6.54 |
4 | 5 | 65 | 10 | 40 | 10 | 90.10 | 84.57 | 5.53 |
5 | 5 | 40 | 90 | 40 | 30 | 89.01 | 92.11 | −3.10 |
6 | 10 | 65 | 10 | 40 | 10 | 84.17 | 87.03 | −2.86 |
7 | 5 | 40 | 10 | 80 | 10 | 94.58 | 91.40 | 3.18 |
8 | 7.5 | 52.5 | 10 | 60 | 20 | 62.02 | 67.69 | −5.67 |
9 | 7.5 | 52.5 | 50 | 60 | 20 | 57.78 | 59.76 | −1.98 |
10 | 7.5 | 52.5 | 50 | 60 | 20 | 59.17 | 59.76 | −0.59 |
11 | 10 | 40 | 90 | 40 | 30 | 96.27 | 91.47 | 4.80 |
12 | 7.5 | 52.5 | 50 | 60 | 20 | 54.02 | 59.76 | −5.74 |
13 | 5 | 40 | 90 | 40 | 10 | 95.34 | 91.47 | 3.87 |
14 | 5 | 65 | 90 | 40 | 10 | 62.34 | 61.00 | 1.34 |
15 | 10 | 65 | 10 | 40 | 30 | 77.19 | 81.84 | −4.65 |
16 | 5 | 65 | 10 | 80 | 30 | 15.81 | 15.60 | 0.21 |
17 | 10 | 40 | 10 | 40 | 30 | 97.01 | 95.45 | 1.56 |
18 | 12.2 | 52.5 | 50 | 60 | 20 | 67.12 | 63.83 | 3.29 |
19 | 10 | 40 | 90 | 80 | 30 | 82.81 | 87.62 | −4.81 |
20 | 10 | 65 | 10 | 80 | 30 | 12.76 | 13.74 | −0.98 |
21 | 5 | 65 | 90 | 80 | 10 | 5.85 | 0.75 | 5.10 |
22 | 7.5 | 76.2 | 50 | 60 | 20 | 3.52 | 5.14 | −1.62 |
23 | 7.5 | 52.5 | 50 | 22 | 20 | 90.47 | 88.56 | 1.91 |
24 | 10 | 65 | 10 | 80 | 10 | 27.08 | 20.91 | 6.17 |
25 | 5 | 65 | 10 | 40 | 30 | 88.26 | 83.30 | 4.96 |
26 | 5 | 40 | 10 | 80 | 30 | 94.10 | 88.23 | 5.87 |
27 | 7.5 | 52.5 | 50 | 60 | 1 | 81.25 | 85.94 | −4.69 |
28 | 5 | 40 | 90 | 80 | 10 | 92.21 | 90.02 | 2.19 |
29 | 5 | 40 | 10 | 40 | 10 | 97.04 | 98.31 | −1.27 |
30 | 7.5 | 52.5 | 50 | 60 | 39 | 76.32 | 79.75 | −3.43 |
31 | 10 | 40 | 90 | 40 | 10 | 96.14 | 94.74 | 1.40 |
32 | 5 | 65 | 90 | 40 | 30 | 59.64 | 61.55 | −1.91 |
33 | 7.5 | 28.8 | 50 | 60 | 20 | 96.19 | 102.68 | −6.49 |
34 | 10 | 40 | 10 | 80 | 30 | 85.00 | 86.14 | −1.14 |
35 | 7.5 | 52.5 | 50 | 97.9 | 20 | 12.58 | 22.61 | −10.03 |
36 | 7.5 | 52.5 | 50 | 60 | 20 | 66.81 | 59.76 | 7.05 |
37 | 10 | 65 | 90 | 80 | 10 | 2.48 | 3.83 | −1.35 |
38 | 5 | 40 | 10 | 40 | 30 | 96.31 | 97.13 | −0.82 |
39 | 10 | 65 | 90 | 40 | 30 | 61.31 | 61.13 | 0.18 |
40 | 10 | 65 | 90 | 80 | 30 | 3.25 | −1.52 | 4.77 |
41 | 10 | 40 | 90 | 80 | 10 | 93.17 | 92.88 | 0.29 |
42 | 5 | 40 | 90 | 80 | 30 | 95.31 | 88.67 | 6.64 |
43 | 7.5 | 52.5 | 50 | 60 | 20 | 67.07 | 59.76 | 7.31 |
44 | 5 | 65 | 90 | 80 | 30 | 1.12 | −0.69 | 1.81 |
45 | 5 | 65 | 10 | 80 | 10 | 13.78 | 18.86 | −5.08 |
46 | 10 | 40 | 10 | 40 | 10 | 98.04 | 100.54 | −2.50 |
47 | 7.5 | 52.5 | 50 | 60 | 20 | 69.19 | 59.76 | 9.43 |
48 | 2.8 | 52.5 | 50 | 60 | 20 | 51.09 | 62.50 | −11.41 |