Response surface methodology (RSM) for assessing the effects of pretreatment, feedstock, and enzyme complex association on cellulose hydrolysis

被引:24
作者
Campos, Leila M. A. [1 ]
Moura, Heloise O. M. A. [2 ]
Cruz, Antonio J. G. [3 ]
Assumpcao, Samira M. N. [4 ]
de Carvalho, Luciene S. [2 ]
Pontes, Luiz A. M. [4 ]
机构
[1] Salvador Univ UNIFACS, Energy Postgrad Program, BR-40140110 Salvador, BA, Brazil
[2] Fed Univ Rio Grande do Norte UFRN, Chem Inst, Energet Technol Lab LABTEN, BR-59078970 Natal, RN, Brazil
[3] Univ Fed Sao Carlos, Chem Engn Dept, BR-13565905 Sao Carlos, SP, Brazil
[4] Fed Univ Bahia UFBA, Chem Engn Dept, BR-40210630 Salvador, BA, Brazil
关键词
Enzymatic hydrolysis; Sugarcane bagasse cellulose; Combined pretreatment; ANOVA; Crystallinity index; Response surface methodology; SUGARCANE BAGASSE; BIOMASS; FERMENTATION; OPTIMIZATION;
D O I
10.1007/s13399-020-00756-4
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The enzymatic hydrolysis of sugarcane bagasse cellulose (SBC) was performed after acid/peroxide-alkali (APA) pretreatment, soda/AQ pulping, and bleaching steps for producing glucose. Cellic (R) CTec3 (CT) and Celluclast (R) 1.5L (CL) complexes were evaluated in both individual and mixed systems for observing their influence in cellulose conversion. Deconvolution of XRD patterns and SEM images proved the low crystallinity and high accessibility of SBC, thus being able to provide significantly higher glucose yield than the commercial cellulose with predominant I beta polymorphism. The analysis of variance (ANOVA) and the response surface methodology (RSM), applied to a full factorial 2(4) design of experiments built for assessing the activity of CT and CL enzymes together in the hydrolytic system, were accurate in describing that the feedstock (SBC or commercial cellulose) and the treatment of cellulose are the factors with major effect on the saccharification efficiency (F = 744.12, p < 0.0001), thus predicting 53.71 g/L maximum glucose yield for the experimental conditions studied (near to the maximum yield reached, 55.77%) when using SBC, more than double the conversion reached for commercial cellulose, and showing the cooperative work of both complexes together for converting cellulose.
引用
收藏
页码:2811 / 2822
页数:12
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