2015
DOI: 10.1002/biot.201400723
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A Weibull statistics‐based lignocellulose saccharification model and a built‐in parameter accurately predict lignocellulose hydrolysis performance

Abstract: Renewable energy from lignocellulosic biomass has been deemed an alternative to depleting fossil fuels. In order to improve this technology, we aim to develop robust mathematical models for the enzymatic lignocellulose degradation process. By analyzing 96 groups of previously published and newly obtained lignocellulose saccharification results and fitting them to Weibull distribution, we discovered Weibull statistics can accurately predict lignocellulose saccharification data, regardless of the type of substra… Show more

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Cited by 9 publications
(6 citation statements)
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“…In contrast, second generation biomass is lignocellulosic biomass, including residues of forestry and crop production as well as whole plant biomass. Lignocellulosic biomass has recently received great attention as feedstocks for biorefinery due to their availability, high carbohydrate content, and most importantly the avoidance of the conflict with food production [1, 2].…”
Section: Introductionmentioning
confidence: 99%
“…In contrast, second generation biomass is lignocellulosic biomass, including residues of forestry and crop production as well as whole plant biomass. Lignocellulosic biomass has recently received great attention as feedstocks for biorefinery due to their availability, high carbohydrate content, and most importantly the avoidance of the conflict with food production [1, 2].…”
Section: Introductionmentioning
confidence: 99%
“…These samples were further hydrolyzed with enzymes after cooling to room temperature without pH adjustment. The cellulase preparation was produced by fermenting P. oxalicum JUA10–1 and T. reesei TX according to our previous method. , G. oxidans DSM 2003 was maintained according to a previous report . The commercial pectinase solutions were kindly supplied by Qingdao Vland Biotech (Qingdao, Shandong, China).…”
Section: Methodsmentioning
confidence: 99%
“…SPRs and high sugar tolerant instant dry yeast were provided by Shandong Bio Sunkeen Co., Ltd, Jining, Shandong, China. The cellulase solutions were produced by P. oxalicum JUA10-1, T. reesei T1, T. reesei TX and Aspergillus niger , which are laboratory-maintained filamentous fungi [ 6 ]. T. reesei TX was obtained as follows: the xylanase III gene (Genbank accession number: BAA89465.2) was replaced by β-glucosidase 1 ( bgl 1, Genbank accession number: KJ739789.1) derived from A .…”
Section: Methodsmentioning
confidence: 99%
“…For composition analysis of SPRs, glucose, xylose and galactose were produced according to the National Renewable Energy Laboratory protocols [ 54 ]. The content of glucose was determined as described elsewhere [ 6 ]. The contents of xylose and galactose were determined using a Dionex ICS 2500 system (Thermo Scientific, Waltham, MA, USA) with a CarboPac™ PA1 analytical column (2 × 250 mm).…”
Section: Methodsmentioning
confidence: 99%
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