Model-based optimization and scale-up of multi-feed simultaneous saccharification and co-fermentation of steam pre-treated lignocellulose enables high gravity ethanol production

被引:37
作者
Wang, Ruifei [1 ]
Unrean, Pornkamol [1 ,2 ]
Franzen, Carl Johan [1 ]
机构
[1] Chalmers Univ Technol, Dept Biol & Biol Engn, Div Ind Biotechnol, S-41296 Gothenburg, Sweden
[2] Natl Ctr Genet Engn & Biotechnol BIOTEC, Pathum Thani, Thailand
来源
BIOTECHNOLOGY FOR BIOFUELS | 2016年 / 9卷
关键词
Biofuels; Fermentation technology; Agricultural residues; Bioprocessing; Enzymatic hydrolysis; High gravity; Demo-scale simultaneous saccharification and fermentation; Mathematical modelling; Fed-batch SSF; BIOETHANOL PRODUCTION; SACCHAROMYCES-CEREVISIAE; TECHNOECONOMIC EVALUATION; FUEL ETHANOL; ENZYME; XYLOSE; TOLERANCE; STRATEGY; SOFTWOOD; YEASTS;
D O I
10.1186/s13068-016-0500-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: High content of water-insoluble solids (WIS) is required for simultaneous saccharification and co-fermentation (SSCF) operations to reach the high ethanol concentrations that meet the techno-economic requirements of industrial-scale production. The fundamental challenges of such processes are related to the high viscosity and inhibitor contents of the medium. Poor mass transfer and inhibition of the yeast lead to decreased ethanol yield, titre and productivity. In the present work, high-solid SSCF of pre-treated wheat straw was carried out by multi-feed SSCF which is a fed-batch process with additions of substrate, enzymes and cells, integrated with yeast propagation and adaptation on the pre-treatment liquor. The combined feeding strategies were systematically compared and optimized using experiments and simulations. Results: For high-solid SSCF process of SO2-catalyzed steam pre-treated wheat straw, the boosted solubilisation of WIS achieved by having all enzyme loaded at the beginning of the process is crucial for increased rates of both enzymatic hydrolysis and SSCF. A kinetic model was adapted to simulate the release of sugars during separate hydrolysis as well as during SSCF. Feeding of solid substrate to reach the instantaneous WIS content of 13 % (w/w) was carried out when 60 % of the cellulose was hydrolysed, according to simulation results. With this approach, accumulated WIS additions reached more than 20 % (w/w) without encountering mixing problems in a standard bioreactor. Feeding fresh cells to the SSCF reactor maintained the fermentation activity, which otherwise ceased when the ethanol concentration reached 40-45 g L-1. In lab scale, the optimized multi-feed SSCF produced 57 g L-1 ethanol in 72 h. The process was reproducible and resulted in 52 g L-1 ethanol in 10 m(3) scale at the SP Biorefinery Demo Plant. Conclusions: SSCF of WIS content up to 22 % (w/w) is reproducible and scalable with the multi-feed SSCF configuration and model-aided process design. For simultaneous saccharification and fermentation, the overall efficiency relies on balanced rates of substrate feeding and conversion. Multi-feed SSCF provides the possibilities to balance interdependent rates by systematic optimization of the feeding strategies. The optimization routine presented in this work can easily be adapted for optimization of other lignocellulose-based fermentation systems.
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页数:13
相关论文
共 29 条
[1]  
Adney B., 1996, LABOR ANAL PROCEDURE, V6, P1
[2]   Influence of strain and cultivation procedure on the performance of simultaneous saccharification and fermentation of steam pretreated spruce [J].
Alkasrawi, M ;
Rudolf, A ;
Lidén, G ;
Zacchi, G .
ENZYME AND MICROBIAL TECHNOLOGY, 2006, 38 (1-2) :279-286
[3]   Increased tolerance and conversion of inhibitors in lignocellulosic hydrolysates by Saccharomyces cerevisiae [J].
Almeida, Jodo R. M. ;
Modig, Tobias ;
Petersson, Anneli ;
Hahn-Hagerdal, Barbel ;
Liden, Gunnar ;
Gorwa-Grauslund, Marie F. .
JOURNAL OF CHEMICAL TECHNOLOGY AND BIOTECHNOLOGY, 2007, 82 (04) :340-349
[4]   Microbial contamination of fuel ethanol fermentations [J].
Beckner, M. ;
Ivey, M. L. ;
Phister, T. G. .
LETTERS IN APPLIED MICROBIOLOGY, 2011, 53 (04) :387-394
[5]   Prefermentation improves xylose utilization in simultaneous saccharification and co-fermentation of pretreated spruce [J].
Bertilsson, Magnus ;
Olofsson, Kim ;
Liden, Gunnar .
BIOTECHNOLOGY FOR BIOFUELS, 2009, 2
[6]   Enzymatic hydrolysis and ethanol fermentation of high dry matter wet-exploded wheat straw at low enzyme loading [J].
Georgieva, Tania I. ;
Hou, Xiaoru ;
Hilstrom, Troels ;
Ahring, Birgitte K. .
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 2008, 148 (1-3) :35-44
[7]   Model-Based Fed-Batch for High-Solids Enzymatic Cellulose Hydrolysis [J].
Hodge, David B. ;
Karim, M. Nazmul ;
Schell, Daniel J. ;
McMillan, James D. .
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 2009, 152 (01) :88-107
[8]   Effects of enzyme feeding strategy on ethanol yield in fed-batch simultaneous saccharification and fermentation of spruce at high dry matter [J].
Hoyer, Kerstin ;
Galbe, Mats ;
Zacchi, Guido .
BIOTECHNOLOGY FOR BIOFUELS, 2010, 3
[9]   Production of fuel ethanol from softwood by simultaneous saccharification and fermentation at high dry matter content [J].
Hoyer, Kerstin ;
Galbe, Mats ;
Zacchi, Guido .
JOURNAL OF CHEMICAL TECHNOLOGY AND BIOTECHNOLOGY, 2009, 84 (04) :570-577
[10]   Influence of high gravity process conditions on the environmental impact of ethanol production from wheat straw [J].
Janssen, Matty ;
Tillman, Anne-Marie ;
Cannella, David ;
Jorgensen, Henning .
BIORESOURCE TECHNOLOGY, 2014, 173 :148-158