Table 4.
Model (in coded form) | R2 |
Optimal conditions |
Max. values |
|||
---|---|---|---|---|---|---|
Temperature | Time | Prediction | Value | |||
5 |
X55 = 77.15-3.77 T-4.12 t-5.64 T2 |
0.85 |
186 |
5 |
82.5 |
Na |
6 |
X70 = 82.33-4.80 T-2.50 t-6.15Tt-8.51 T2-5.94 t2 |
0.91 |
187 |
9 |
82.9 |
Na |
7 |
X74 = 78.99-2.20 T-2.99 t-4.88Tt-7.56 T2-5.50 t2 |
0.88 |
188 |
9 |
79.3 |
Na |
8 |
X120 = 76.18-8.00 T-7.02 t-6.01Tt-8.06 T2-10.66 t2 |
0.97 |
190 |
8 |
78.5 |
Na |
9 |
G55 = 38.05 + 3.63 T + 1.79 t-2.7 3 T2-2.91 t2 |
0.98 |
193 |
10 |
38.7 |
Na |
10 |
G70 = 34.99 + 2.73 T + 1.44 t-2.61Tt-2.61 T2 |
0.98 |
197 |
6 |
36.1 |
Na |
11 |
G74 = 26.54 + 3.24 T + 2.63 t |
0.88 |
194 |
15 |
30.4 |
Na |
12 |
G120 = 27.67 + 2.25 T + 2.85 t-1.39Tt |
0.97 |
198 |
14 |
31 |
Na |
13 |
CSY55 = 65.47 + 2.16 T + 1.04 t-4.90 T2-2.91 t2 |
0.96 |
189 |
10 |
65.3 |
65.8 |
14 |
CSY70 = 63.73 + 1.80 T + 1.26 t-4.55Tt-5.29 T2-1.96 t2 |
0.99 |
188 |
11 |
63.5 |
64.5 |
15 |
CSY74 = 52.67 + 3.05 T + 2.54 t-2.70Tt-2.85 T2-2.44 t2 |
0.95 |
189 |
12 |
53 |
52.7 |
16 | CSY120 = 49.24 + 0.35 T + 1.64 t-2.82Tt-2.19 T2-2.08 t2 | 0.92 | 192 | 12 | 49.7 | 50.3 |
X, G and CSY stands for xylose recovery after pretreatment (% of theoretical), glucose yield after enzymatic hydrolysis (g per 100 g dry material) and combined sugar yield (g per 100 g dry material); subscripts (55, 70, 74 and 120) stands for substrates.
T and t represents temperature and reaction time in coded form.
Optimal conditions: Temperature (°C) and time (minutes); acid concentration was kept constant at 0.5% (w/w).
Prediction. and Value stands for the maximum values predicted by the model and those obtained experimentally, respectively.
Na means not determined.
R2, coefficient of determination.