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. 2014 Apr 12;7:60. doi: 10.1186/1754-6834-7-60

Table 4.

Coefficient of determination, optimal conditions and predicted and validated maximum values for different optimization criteria

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.