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Sun C, Zhang H, Madadi M, Ren H, Chen H, Zhuang X, Tan X, Sun F. Quantitative correlation analysis between particle liquefaction and saccharification through dynamic changes of slurry rheological behavior and particle characteristics during high-solid enzymatic hydrolysis of sugarcane bagasse. BIORESOURCE TECHNOLOGY 2024; 399:130518. [PMID: 38432544 DOI: 10.1016/j.biortech.2024.130518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 03/05/2024]
Abstract
This study identified the intrinsic relationships among slurry rheology, particle characteristics, and lignocellulosic liquefaction/saccharification based on correlation analysis and principal component analysis during the hydrolysis of sugarcane bagasse pretreated by deep eutectic solvents (DES) and mechanical milling (MM). The DES-MM pretreated lignocellulosic slurry (20% solids) exhibited high apparent viscosity of 1.4 × 104 Pa·s and shear stress of 929.0 Pa under steady state. Glucose production had a negative linear correlation with slurry viscosity (R2, 0.69-0.97), whereas its correlation with yield stress (R2, 0.85-0.98) depended on the particle liquefaction rate. The availability of free water provided a major contribution to improving slurry rheology. However, the size reduction of submillimeter particles and the changes in particle hydrophilicity during liquefaction were not significantly correlated with rheological changes. Various interrelated particle characteristics and rheological changes were integrated into two simple principal variables to predict glucose production with a high R2 of 0.96.
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Affiliation(s)
- Chihe Sun
- Key Laboratory of Industrial Biotechnology of MOE, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Hui Zhang
- Key Laboratory of Industrial Biotechnology of MOE, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Meysam Madadi
- Key Laboratory of Industrial Biotechnology of MOE, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Hongyan Ren
- Jiangsu Key Laboratory of Anaerobic Biotechnology, School of Environmental and Civil Engineering, Jiangnan University, Wuxi 214122, China
| | - Hao Chen
- School of Energy and Power Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Xinshu Zhuang
- Key Laboratory of Renewable Energy, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Xuesong Tan
- Key Laboratory of Renewable Energy, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Fubao Sun
- Key Laboratory of Industrial Biotechnology of MOE, School of Biotechnology, Jiangnan University, Wuxi 214122, China.
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2
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Cao X, Zuo S, Lin Y, Cai R, Yang F, Wang X, Xu C. Expansion Improved the Physical and Chemical Properties and In Vitro Rumen Digestibility of Buckwheat Straw. Animals (Basel) 2023; 14:29. [PMID: 38200760 PMCID: PMC10777991 DOI: 10.3390/ani14010029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/16/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
The hard texture and poor palatability of straw are important factors that hinder its application in feed. Expansion is a technology that can improve the utilization of biomass, but few studies have comprehensively revealed how to change physicochemical characteristics to improve nutritional value. In this study, mechanical and chemical methods were combined to study the texture properties, rheological properties, and physicochemical structures of straw, and its utilization value was evaluated by in vitro rumen digestion. Expansion caused hemicellulose degradation, cellulose separation, and lignin redistribution, resulting in a decrease in crystallinity. The hardness and chewiness of expanded straw were reduced by 55% to 66%, significantly improving palatability. The compressive stress could be reduced by 54-73%, and the relaxation elasticity was reduced by 5% when expanded straw was compressed. The compression deformation of expanded straw was doubled compared to feedstock, and the compacting degree was improved. Expanded straw significantly improved digestibility and gas production efficiency, which was due to the pore structure increasing the attachment of rumen microorganisms; besides that, the reduction of the internal structural force of the straw reduced energy consumption during digestion. The lignin content decreased by 10%, the hardness decreased further in secondary expansion, but the digestibility did not improve significantly.
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Affiliation(s)
- Xiaohui Cao
- College of Engineering, China Agricultural University, Beijing 100083, China; (X.C.); (S.Z.)
| | - Sasa Zuo
- College of Engineering, China Agricultural University, Beijing 100083, China; (X.C.); (S.Z.)
| | - Yanli Lin
- College of Grassland Science and Technology, China Agricultural University, Beijing 100093, China; (Y.L.); (F.Y.)
| | - Rui Cai
- School of Environmental Science & Engineering, Huazhong University of Science and Technology, Wuhan 430074, China;
| | - Fuyu Yang
- College of Grassland Science and Technology, China Agricultural University, Beijing 100093, China; (Y.L.); (F.Y.)
| | - Xuekai Wang
- College of Grassland Science and Technology, China Agricultural University, Beijing 100093, China; (Y.L.); (F.Y.)
| | - Chuncheng Xu
- College of Engineering, China Agricultural University, Beijing 100083, China; (X.C.); (S.Z.)
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3
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Prospects of thermotolerant Kluyveromyces marxianus for high solids ethanol fermentation of lignocellulosic biomass. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2022; 15:134. [PMID: 36474296 PMCID: PMC9724321 DOI: 10.1186/s13068-022-02232-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 10/20/2022] [Indexed: 12/12/2022]
Abstract
Simultaneous saccharification and fermentation (SSF) is effective for minimizing sugar inhibition during high solids fermentation of biomass solids to ethanol. However, fungal enzymes used during SSF are optimal between 50 and 60 °C, whereas most fermentative yeast, such as Saccharomyces cerevisiae, do not tolerate temperatures above 37 °C. Kluyveromyces marxianus variant CBS 6556 is a thermotolerant eukaryote that thrives at 43 °C, thus potentially serving as a promising new host for SSF operation in biorefineries. Here, we attempt to leverage the thermotolerance of the strain to demonstrate the application of CBS 6556 in a high solids (up to 20 wt% insoluble solid loading) SSF configuration to understand its capabilities and limitations as compared to a proven SSF strain, S. cerevisiae D5A. For this study, we first pretreated hardwood poplar chips using Co-Solvent Enhanced Lignocellulosic Fractionation (CELF) to remove lignin and hemicellulose and to produce cellulose-enriched pretreated solids for SSF. Our results demonstrate that although CBS 6556 could not directly outperform D5A, it demonstrated similar tolerance to high gravity sugar solutions, superior growth rates at higher temperatures and higher early stage ethanol productivity. We discovered that CBS 6556's membrane was particularly sensitive to higher ethanol concentrations causing it to suffer earlier fermentation arrest than D5A. Cross-examination of metabolite data between CBS 6556 and D5A and cell surface imaging suggests that the combined stresses of high ethanol concentrations and temperature to CBS 6556's cell membrane was a primary factor limiting its ethanol productivity. Hence, we believe K. marxianus to be an excellent host for future genetic engineering efforts to improve membrane robustness especially at high temperatures in order to achieve higher ethanol productivity and titers, serving as a viable alternative to D5A.
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Serra LA, da Silva Cruz RG, Gutierrez DMR, Cruz AJG, Canizares CAT, Chen X, Mosier N, Thompson D, Aston J, Dooley J, Sharma P, De Marco JL, de Almeida JRM, Erk K, Ximenes E, Ladisch MR. Screening method for Enzyme-based liquefaction of corn stover pellets at high solids. BIORESOURCE TECHNOLOGY 2022; 363:127999. [PMID: 36152978 DOI: 10.1016/j.biortech.2022.127999] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/15/2022] [Accepted: 09/16/2022] [Indexed: 06/16/2023]
Abstract
Liquefaction of high solid loadings of unpretreated corn stover pellets has been demonstrated with rheology of the resulting slurries enabling mixing and movement within biorefinery bioreactors. However, some forms of pelleted stover do not readily liquefy, so it is important to screen out lots of unsuitable pellets before processing is initiated. This work reports a laboratory assay that rapidly assesses whether pellets have the potential for enzyme-based liquefaction at high solids loadings. Twenty-eight pelleted corn stover (harvested at the same time and location) were analyzed using 20 mL enzyme solutions (3 FPU cellulase/ g biomass) at 30 % w/v solids loading. Imaging together with measurement of reducing sugars were performed over 24-hours. Some samples formed concentrated slurries of 300 mg/mL (dry basis) in the small-scale assay, which was later confirmed in an agitated bioreactor. Also, the laboratory assay showed potential for optimizing enzyme formulations that could be employed for slurry formation.
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Affiliation(s)
- Luana Assis Serra
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA; University of Brasília, Brasília, DF, Brazil
| | - Rosineide Gomes da Silva Cruz
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA; São Carlos Federal University, São Carlos, SP, Brazil
| | - Diana M R Gutierrez
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA
| | - Antonio José Gonçalves Cruz
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA; São Carlos Federal University, São Carlos, SP, Brazil
| | | | - Xueli Chen
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA
| | - Nathan Mosier
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA
| | | | - John Aston
- Idaho National Laboratory, Idaho Falls, ID, USA
| | | | - Pankaj Sharma
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA
| | | | | | - Kendra Erk
- Purdue University/School of Materials Engineering, West Lafayette, IN, USA
| | - Eduardo Ximenes
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA
| | - Michael R Ladisch
- Purdue University/ Laboratory of Renewable Resources Engineering (LORRE), West Lafayette, IN, USA.
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Climent Barba F, Rodríguez-Jasso RM, Sukumaran RK, Ruiz HA. High-solids loading processing for an integrated lignocellulosic biorefinery: Effects of transport phenomena and rheology - A review. BIORESOURCE TECHNOLOGY 2022; 351:127044. [PMID: 35337992 DOI: 10.1016/j.biortech.2022.127044] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 06/14/2023]
Abstract
This review aims to present an analysis and discussion on the processing of lignocellulosic biomass in terms of biorefinery concept and circular bioeconomy operating at high solids lignocellulosic (above 15% [w/w]) at the pretreatment, enzymatic hydrolysis stage, and fermentation strategy for an integrated lignocellulosic bioprocessing. Studies suggest high solids concentration enzymatic hydrolysis for improved sugars yields and methods to overcome mass transport constraints. Rheological and computational fluid dynamics models of high solids operation through evaluation of mass and momentum transfer limitations are presented. Also, the review paper explores operational feeding strategies to obtain high ethanol concentration and conversion yield, from the hydrothermal pretreatment and investigates the impact of mass load over the operational techniques. Finally, this review contains a brief overview of some of the operations that have successfully scaled up and implemented high-solids enzymatic hydrolysis in terms of the biorefinery concept.
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Affiliation(s)
- Fernando Climent Barba
- Centre for Doctoral Training in Bioenergy, School of Chemical and Process Engineering, University of Leeds, LS2 9JT, United Kingdom; Institute of Process Research and Development, School of Chemistry and School of Chemical and Process Engineering, University of Leeds, LS2 9JT, United Kingdom
| | - Rosa M Rodríguez-Jasso
- Biorefinery Group, Food Research Department, School of Chemistry, Autonomous University of Coahuila, 25280 Saltillo, Coahuila, Mexico
| | - Rajeev K Sukumaran
- Microbial Processes and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Trivandrum, Kerala, India
| | - Héctor A Ruiz
- Biorefinery Group, Food Research Department, School of Chemistry, Autonomous University of Coahuila, 25280 Saltillo, Coahuila, Mexico.
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Naomi David A, Sewsynker-Sukai Y, Gueguim Kana EB. Co-valorization of corn cobs and dairy wastewater for simultaneous saccharification and lactic acid production: Process optimization and kinetic assessment. BIORESOURCE TECHNOLOGY 2022; 348:126815. [PMID: 35134524 DOI: 10.1016/j.biortech.2022.126815] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 06/14/2023]
Abstract
This study optimized the co-valorization of corn cob wastes (CCW) and dairy wastewater for simultaneous saccharification and lactic acid (LA) production (sDWW-SSF). Subsequently, the kinetics of Lactobacillus plantarum growth and LA production was assessed using the optimized conditions under microaerophilic (sDWW-SSFmicroaerophilic) and anaerobic (sDWW-SSFanaerobic) conditions, and thereafter compared to De Man, Rogosa and Sharpe (MRS) medium modified with pretreated CCW (mMRS-SSFmicroaerophilic). Optimized sDWW-SSF conditions produced maximum LA concentration and conversion of 11.15 ± 0.42 g/L and 18.90 ± 0.75%, respectively. Kinetic studies revealed that although the mMRS-SSFmicroaerophilic system obtained a higher maximum specific growth rate (μmax) and maximum potential LA concentration (Pm) compared to the wastewater-based bioprocesses, the data obtained for the latter were comparable when taking the resources and costs into consideration. These findings represent the potential to eliminate the use of valuable resources in lignocellulosic bioprocesses and provide insights on innovation towards driving a sustainable economy in line with the food-energy-water nexus.
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Affiliation(s)
- Anthea Naomi David
- University of KwaZulu-Natal, School of Life Sciences, Pietermaritzburg, South Africa
| | - Y Sewsynker-Sukai
- University of Fort Hare, Fort Hare Institute of Technology, Private Bag X1314, Alice 5700, South Africa
| | - E B Gueguim Kana
- University of KwaZulu-Natal, School of Life Sciences, Pietermaritzburg, South Africa.
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7
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Lignocellulose particle size and rheological properties changes in periodic peristalsis enzymatic hydrolysis at high solids. Biochem Eng J 2022. [DOI: 10.1016/j.bej.2021.108284] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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8
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Dos Santos ACF, Overton JC, Szeto R, Patel MH, Gutierrez DMR, Eby C, Martínez Moreno AM, Erk KA, Aston JE, Thompson DN, Dooley JH, Sharma P, Mosier NS, Ximenes E, Ladisch MR. New strategy for liquefying corn stover pellets. BIORESOURCE TECHNOLOGY 2021; 341:125773. [PMID: 34419879 DOI: 10.1016/j.biortech.2021.125773] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 06/13/2023]
Abstract
The movement of solid material into and between unit operations within a biorefinery is a bottleneck in reaching design capacity, with formation of biomass slurries needed to introduce feedstock. Corn stover slurries have been achieved from dilute acid, pretreated materials resulting in slurry concentrations of up to about 150 g/L, above which flowability is compromised. We report a new strategy to liquefy corn stover at higher solids concentration (300 g/L) by initially cooking it with the enzyme mimetic maleic acid at 40 mM and 150 °C. This is followed by 6 h of enzymatic modification at 1 FPU (2.2 mg protein)/g solids, resulting in a yield stress of 171 Pa after 6 h and 58 Pa in 48 h compared to 6806 Pa for untreated stover. Mimetic treatment of corn stover pellets minimizes the inhibitory effect of xylo-oligomers on hydrolytic enzymes. This strategy allows for the delivery of solid lignocellulosic slurry into a pretreatment reactor by pumping, improving operability of a biorefinery.
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Affiliation(s)
- Antonio C Freitas Dos Santos
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Jonathan C Overton
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Ryan Szeto
- School of Materials Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Maulik H Patel
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Diana M R Gutierrez
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Clark Eby
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Ana M Martínez Moreno
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Departmento de Ingeniería Química y Ambiental, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Kendra A Erk
- School of Materials Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - John E Aston
- Chemical Systems, Idaho National Laboratory, Idaho Falls, Idaho 83415 United States
| | - David N Thompson
- Biomass Characterization, Idaho National Laboratory, Idaho Falls, Idaho 83415 United States
| | - James H Dooley
- Forest Concepts LLC., Auburn, Washington 98001 United States
| | - Pankaj Sharma
- Discovery Park, Purdue University, West Lafayette, IN 47907 United States
| | - Nathan S Mosier
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Eduardo Ximenes
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States
| | - Michael R Ladisch
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, IN 47907 United States; Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, IN 47907 United States; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 United States.
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9
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Szeto R, Overton JC, Dos Santos ACF, Eby C, Mosier NS, Ximenes E, Ladisch MR, Erk KA. Rheology of enzyme liquefied corn stover slurries: The effect of solids concentration on yielding and flow behavior. Biotechnol Prog 2021; 37:e3216. [PMID: 34590438 DOI: 10.1002/btpr.3216] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 09/09/2021] [Accepted: 09/26/2021] [Indexed: 11/08/2022]
Abstract
The measurement of yield stress and shear thinning flow behavior of slurries formed from unpretreated corn stover at solids loadings of 100-300 g/L provides a key metric for the ability to move, pump, and mix this lignocellulosic slurry, particularly since corn stover slurries represent a major potential feedstock for biorefineries. This study compared static yield stress values and flow hysteresis of corn stover slurries of 100, 150, 200, 250, and 300 g/L, after these slurries were formed by adding pellets to a cellulase enzyme solution (Celluclast 1.5 L) in a fed-batch manner. A rotational rheometer was used to quantitate relative yield stress and its dependence on processing history at insoluble solids concentrations of 4%-21% (wt/vol). Key findings confirmed previous observations that yield stress increases with solids loadings and reaches ~3000 Pa at 25% (wt/vol) solids concentration compared to ~200 Pa after enzyme liquefaction. While optimization of slurry forming (i.e., liquefaction) conditions remains to be done, metrics for quantifying liquefaction extent are needed. The method for obtaining comparative metrics is demonstrated here and shows that the yield stress, shear thinning and shear thickening flow behaviors of enzyme liquefied corn stover slurries can be analyzed using a wide-gap rheometry setup with relative measuring geometries to mimic the conditions that may exist in a mixing vessel of a bioreactor while applying controlled and precise levels of strain.
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Affiliation(s)
- Ryan Szeto
- School of Materials Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Jonathan C Overton
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Antonio C F Dos Santos
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Clark Eby
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Nathan S Mosier
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Eduardo Ximenes
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Michael R Ladisch
- Laboratory of Renewable Resources Engineering (LORRE), Purdue University, West Lafayette, Indiana, USA.,Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA.,Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Kendra A Erk
- School of Materials Engineering, Purdue University, West Lafayette, Indiana, USA
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Chandrasekar M, Joshi L, Krieg K, Chipkar S, Burke E, Debrauske DJ, Thelen KD, Sato TK, Ong RG. A high solids field-to-fuel research pipeline to identify interactions between feedstocks and biofuel production. BIOTECHNOLOGY FOR BIOFUELS 2021; 14:179. [PMID: 34507592 PMCID: PMC8431876 DOI: 10.1186/s13068-021-02033-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Environmental factors, such as weather extremes, have the potential to cause adverse effects on plant biomass quality and quantity. Beyond adversely affecting feedstock yield and composition, which have been extensively studied, environmental factors can have detrimental effects on saccharification and fermentation processes in biofuel production. Only a few studies have evaluated the effect of these factors on biomass deconstruction into biofuel and resulting fuel yields. This field-to-fuel evaluation of various feedstocks requires rigorous coordination of pretreatment, enzymatic hydrolysis, and fermentation experiments. A large number of biomass samples, often in limited quantity, are needed to thoroughly understand the effect of environmental conditions on biofuel production. This requires greater processing and analytical throughput of industrially relevant, high solids loading hydrolysates for fermentation, and led to the need for a laboratory-scale high solids experimentation platform. RESULTS A field-to-fuel platform was developed to provide sufficient volumes of high solids loading enzymatic hydrolysate for fermentation. AFEX pretreatment was conducted in custom pretreatment reactors, followed by high solids enzymatic hydrolysis. To accommodate enzymatic hydrolysis of multiple samples, roller bottles were used to overcome the bottlenecks of mixing and reduced sugar yields at high solids loading, while allowing greater sample throughput than possible in bioreactors. The roller bottle method provided 42-47% greater liquefaction compared to the batch shake flask method for the same solids loading. In fermentation experiments, hydrolysates from roller bottles were fermented more rapidly, with greater xylose consumption, but lower final ethanol yields and CO2 production than hydrolysates generated with shake flasks. The entire platform was tested and was able to replicate patterns of fermentation inhibition previously observed for experiments conducted in larger-scale reactors and bioreactors, showing divergent fermentation patterns for drought and normal year switchgrass hydrolysates. CONCLUSION A pipeline of small-scale AFEX pretreatment and roller bottle enzymatic hydrolysis was able to provide adequate quantities of hydrolysate for respirometer fermentation experiments and was able to overcome hydrolysis bottlenecks at high solids loading by obtaining greater liquefaction compared to batch shake flask hydrolysis. Thus, the roller bottle method can be effectively utilized to compare divergent feedstocks and diverse process conditions.
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Affiliation(s)
- Meenaa Chandrasekar
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA
| | - Leela Joshi
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA
| | - Karleigh Krieg
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA
| | - Sarvada Chipkar
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA
| | - Emily Burke
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA
| | - Derek J Debrauske
- DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison, Madison, USA
| | - Kurt D Thelen
- DOE Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, USA
| | - Trey K Sato
- DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison, Madison, USA
| | - Rebecca G Ong
- DOE Great Lakes Bioenergy Research Center, Michigan Technological University, Houghton, MI, USA.
- Department of Chemical Engineering, Michigan Technological University, Houghton, MI, USA.
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11
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Agrawal R, Verma A, Singhania RR, Varjani S, Di Dong C, Kumar Patel A. Current understanding of the inhibition factors and their mechanism of action for the lignocellulosic biomass hydrolysis. BIORESOURCE TECHNOLOGY 2021; 332:125042. [PMID: 33813178 DOI: 10.1016/j.biortech.2021.125042] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/16/2021] [Accepted: 03/18/2021] [Indexed: 06/12/2023]
Abstract
Biorefining of lignocellulosic biomass is a relatively new concept but it has strong potential to develop and partially replace the fossil derived fuels and myriad of value products to subsequently reduce the greenhouse gas emissions. However, the energy and cost intensive process of releasing the entrapped fermentable sugars is a major challenge for its commercialization. Various factors playing a detrimental role during enzymatic hydrolysis of biomass are inherent recalcitrance of lignocellulosic biomass, expensive enzymes, sub-optimal enzyme composition, lack of synergistic activity and enzyme inhibition caused by various inhibitors. The current study investigated the mechanism of enzyme inhibition during lignocellulosic biomass saccharification especially at high solid loadings. These inhibition factors are categorized into physio-chemical factors, water-soluble and -insoluble enzyme inhibitors, oligomers and enzyme-lignin binding. Furthermore, different approaches are proposed to alleviate the challenges and improve the enzymatic hydrolysis efficiency such as supplementation with surfactants, synergistic catalytic/non-catalytic proteins, and bioprocess modifications.
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Affiliation(s)
- Ruchi Agrawal
- The Energy and Resources Institute, TERI Gram, Gwal Pahari, Gurugram, Haryana, India
| | - Amit Verma
- College of Basic Science and Humanities, Sardarkrushinagar Dantiwada Agricultural University, Sardarkrushinagar - 385506 (Banaskantha), Gujarat, India
| | - Reeta Rani Singhania
- Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan
| | - Sunita Varjani
- Gujarat Pollution Control Board, Gandhinagar, Gujarat 382010, India
| | - Cheng Di Dong
- Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan
| | - Anil Kumar Patel
- Department of Marine Environmental Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan.
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12
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Gelling properties and interaction analysis of fish gelatin–low-methoxyl pectin system with different concentrations of Ca2+. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.109826] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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13
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Santos ACF, Ximenes E, Thompson D, Ray AE, Szeto R, Erk K, Dien BS, Ladisch MR. Effect of using a nitrogen atmosphere on enzyme hydrolysis at high corn stover loadings in an agitated reactor. Biotechnol Prog 2020; 36:e3059. [PMID: 32748574 DOI: 10.1002/btpr.3059] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 07/22/2020] [Accepted: 07/31/2020] [Indexed: 01/01/2023]
Affiliation(s)
- Antonio Carlos Freitas Santos
- Laboratory of Renewable Resources Engineering Purdue University West Lafayette Indiana USA
- Department of Agricultural and Biological Engineering Purdue University West Lafayette Indiana USA
| | - Eduardo Ximenes
- Laboratory of Renewable Resources Engineering Purdue University West Lafayette Indiana USA
- Department of Agricultural and Biological Engineering Purdue University West Lafayette Indiana USA
| | - David Thompson
- Energy and Environment Science & Technology Directorate Idaho National Laboratory Idaho Falls Idaho USA
| | - Allison E. Ray
- Energy and Environment Science & Technology Directorate Idaho National Laboratory Idaho Falls Idaho USA
| | - Ryan Szeto
- School of Materials Engineering Purdue University West Lafayette Indiana USA
| | - Kendra Erk
- School of Materials Engineering Purdue University West Lafayette Indiana USA
| | - Bruce S. Dien
- National Center for Agricultural Utilization Research ARS, USDA Peoria Illinois USA
| | - Michael R. Ladisch
- Laboratory of Renewable Resources Engineering Purdue University West Lafayette Indiana USA
- Department of Agricultural and Biological Engineering Purdue University West Lafayette Indiana USA
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14
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Rice HP, Pilgrim JL, Fairweather M, Peakall J, Harbottle D, Hunter TN. Extending acoustic in‐line pipe rheometry and friction factor modeling to
low‐Reynolds
‐number,
non‐Newtonian
slurries. AIChE J 2020. [DOI: 10.1002/aic.16268] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Hugh P. Rice
- School of Chemical and Process Engineering, University of Leeds Leeds UK
- School of Mechanical EngineeringUniversity of Leeds Leeds UK
| | - Jamie L. Pilgrim
- School of Chemical and Process Engineering, University of Leeds Leeds UK
- Sellafield Ltd, Hinton House, Birchwood Park Avenue Warrington UK
| | | | - Jeff Peakall
- School of Earth and Environment, University of Leeds Leeds UK
| | - David Harbottle
- School of Chemical and Process Engineering, University of Leeds Leeds UK
| | - Timothy N. Hunter
- School of Chemical and Process Engineering, University of Leeds Leeds UK
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15
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Yang H, Benatti MR, Karve RA, Fox A, Meilan R, Carpita NC, McCann MC. Rhamnogalacturonan-I is a determinant of cell-cell adhesion in poplar wood. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:1027-1040. [PMID: 31584248 PMCID: PMC7061878 DOI: 10.1111/pbi.13271] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 09/16/2019] [Accepted: 09/29/2019] [Indexed: 05/19/2023]
Abstract
The molecular basis of cell-cell adhesion in woody tissues is not known. Xylem cells in wood particles of hybrid poplar (Populus tremula × P. alba cv. INRA 717-1B4) were separated by oxidation of lignin with acidic sodium chlorite when combined with extraction of xylan and rhamnogalacturonan-I (RG-I) using either dilute alkali or a combination of xylanase and RG-lyase. Acidic chlorite followed by dilute alkali treatment enables cell-cell separation by removing material from the compound middle lamellae between the primary walls. Although lignin is known to contribute to adhesion between wood cells, we found that removing lignin is a necessary but not sufficient condition to effect complete cell-cell separation in poplar lines with various ratios of syringyl:guaiacyl lignin. Transgenic poplar lines expressing an Arabidopsis thaliana gene encoding an RG-lyase (AtRGIL6) showed enhanced cell-cell separation, increased accessibility of cellulose and xylan to hydrolytic enzyme activities, and increased fragmentation of intact wood particles into small cell clusters and single cells under mechanical stress. Our results indicate a novel function for RG-I, and also for xylan, as determinants of cell-cell adhesion in poplar wood cell walls. Genetic control of RG-I content provides a new strategy to increase catalyst accessibility and saccharification yields from woody biomass for biofuels and industrial chemicals.
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Affiliation(s)
- Haibing Yang
- Department of Biological SciencesPurdue UniversityWest LafayetteINUSA
| | | | - Rucha A. Karve
- Department of Forestry and Natural ResourcesPurdue UniversityWest LafayetteINUSA
| | - Arizona Fox
- Department of Biological SciencesPurdue UniversityWest LafayetteINUSA
- Present address:
Arcadis U.S., Inc150 West Market St., Suite 728IndianapolisIN46204USA
| | - Richard Meilan
- Department of Forestry and Natural ResourcesPurdue UniversityWest LafayetteINUSA
- Purdue Center for Plant BiologyWest LafayetteINUSA
| | - Nicholas C. Carpita
- Department of Biological SciencesPurdue UniversityWest LafayetteINUSA
- Purdue Center for Plant BiologyWest LafayetteINUSA
- Department of Botany and Plant PathologyPurdue UniversityWest LafayetteINUSA
| | - Maureen C. McCann
- Department of Biological SciencesPurdue UniversityWest LafayetteINUSA
- Purdue Center for Plant BiologyWest LafayetteINUSA
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16
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da Silva AS, Espinheira RP, Teixeira RSS, de Souza MF, Ferreira-Leitão V, Bon EPS. Constraints and advances in high-solids enzymatic hydrolysis of lignocellulosic biomass: a critical review. BIOTECHNOLOGY FOR BIOFUELS 2020; 13:58. [PMID: 32211072 PMCID: PMC7092515 DOI: 10.1186/s13068-020-01697-w] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 03/11/2020] [Indexed: 05/22/2023]
Abstract
The industrial production of sugar syrups from lignocellulosic materials requires the conduction of the enzymatic hydrolysis step at high-solids loadings (i.e., with over 15% solids [w/w] in the reaction mixture). Such conditions result in sugar syrups with increased concentrations and in improvements in both capital and operational costs, making the process more economically feasible. However, this approach still poses several technical hindrances that impact the process efficiency, known as the "high-solids effect" (i.e., the decrease in glucan conversion yields as solids load increases). The purpose of this review was to present the findings on the main limitations and advances in high-solids enzymatic hydrolysis in an updated and comprehensive manner. The causes for the rheological limitations at the onset of the high-solids operation as well as those influencing the "high-solids effect" will be discussed. The subject of water constraint, which results in a highly viscous system and impairs mixing, and by extension, mass and heat transfer, will be analyzed under the perspective of the limitations imposed to the action of the cellulolytic enzymes. The "high-solids effect" will be further discussed vis-à-vis enzymes end-product inhibition and the inhibitory effect of compounds formed during the biomass pretreatment as well as the enzymes' unproductive adsorption to lignin. This review also presents the scientific and technological advances being introduced to lessen high-solids hydrolysis hindrances, such as the development of more efficient enzyme formulations, biomass and enzyme feeding strategies, reactor and impeller designs as well as process strategies to alleviate the end-product inhibition. We surveyed the academic literature in the form of scientific papers as well as patents to showcase the efforts on technological development and industrial implementation of the use of lignocellulosic materials as renewable feedstocks. Using a critical approach, we expect that this review will aid in the identification of areas with higher demand for scientific and technological efforts.
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Affiliation(s)
- Ayla Sant’Ana da Silva
- Biocatalysis Laboratory, National Institute of Technology, Ministry of Science, Technology, Innovation and Communication, Rio de Janeiro, RJ 20081-312 Brazil
- Bioethanol Laboratory, Department of Biochemistry, Chemistry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-909 Brazil
| | - Roberta Pereira Espinheira
- Biocatalysis Laboratory, National Institute of Technology, Ministry of Science, Technology, Innovation and Communication, Rio de Janeiro, RJ 20081-312 Brazil
- Bioethanol Laboratory, Department of Biochemistry, Chemistry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-909 Brazil
| | - Ricardo Sposina Sobral Teixeira
- Bioethanol Laboratory, Department of Biochemistry, Chemistry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-909 Brazil
| | - Marcella Fernandes de Souza
- Laboratory of Analytical Chemistry and Applied Ecochemistry, Department of Green Chemistry and Technology, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Viridiana Ferreira-Leitão
- Biocatalysis Laboratory, National Institute of Technology, Ministry of Science, Technology, Innovation and Communication, Rio de Janeiro, RJ 20081-312 Brazil
- Bioethanol Laboratory, Department of Biochemistry, Chemistry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-909 Brazil
| | - Elba P. S. Bon
- Bioethanol Laboratory, Department of Biochemistry, Chemistry Institute, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21941-909 Brazil
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17
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Lu M, Li J, Han L, Xiao W. High-solids enzymatic hydrolysis of ball-milled corn stover with reduced slurry viscosity and improved sugar yields. BIOTECHNOLOGY FOR BIOFUELS 2020; 13:77. [PMID: 32336988 PMCID: PMC7171840 DOI: 10.1186/s13068-020-01717-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 04/13/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND High-solids enzymatic hydrolysis has attracted increasing attentions for the production of bioethanol from lignocellulosic biomass with its advantages of high product concentration, water saving, and low energy and capital costs. However, the increase of solids content would worsen the rheological properties, resulting in heat/mass transfer limitation and higher mixing energy. To address these issues, ball milling was applied to corn stover prior to enzymatic hydrolysis, and the rheological behaviors and digestibility of ball-milled corn stover under high-solids loading were investigated. RESULTS Ball milling significantly modified the physicochemical properties of corn stover. The apparent viscosity of slurries at 30% solid loading decreased by a factor of 500 after milling for 60 min, and the yield stress was less than 10 Pa. The dramatic decrease of viscosity and yield stress enabled the hydrolysis process to be conducted in shake flask, and remained good mixing. Meanwhile, the estimated energy consumption for mixing during saccharification decreased by 400-fold compared to the untreated one. The resultant hydrolysate using 10 FPU g-1 solids was determined to contain 130.5 g L-1 fermentable sugar, and no fermentation inhibitors were detected. CONCLUSIONS The proposed ball milling pretreatment improved rheological behavior and sugar yield of high-solids corn stover slurry. Ball milling enables high-solids slurry to maintain low viscosity and yield stress while obtaining a non-toxic high-concentration fermentable syrup, which is undoubtedly of great significance for inter-unit processing, mixing and downstream process. In addition, the energy input for ball milling could be balanced by the reduced mixing energy. Our study indicates ball milling a promising pretreatment process for industrial bioethanol production.
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Affiliation(s)
- Minsheng Lu
- College of Engineering, China Agricultural University (East Campus), P.O. Box 191, 17 Qing-Hua-Dong-Lu, Hai-Dian District, Beijing, 100083 People’s Republic of China
| | - Junbao Li
- College of Engineering, China Agricultural University (East Campus), P.O. Box 191, 17 Qing-Hua-Dong-Lu, Hai-Dian District, Beijing, 100083 People’s Republic of China
| | - Lujia Han
- College of Engineering, China Agricultural University (East Campus), P.O. Box 191, 17 Qing-Hua-Dong-Lu, Hai-Dian District, Beijing, 100083 People’s Republic of China
| | - Weihua Xiao
- College of Engineering, China Agricultural University (East Campus), P.O. Box 191, 17 Qing-Hua-Dong-Lu, Hai-Dian District, Beijing, 100083 People’s Republic of China
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18
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van der Zwan T, Chandra RP, Saddler JN. Laccase-mediated hydrophilization of lignin decreases unproductive enzyme binding but limits subsequent enzymatic hydrolysis at high substrate concentrations. BIORESOURCE TECHNOLOGY 2019; 292:121999. [PMID: 31446388 DOI: 10.1016/j.biortech.2019.121999] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 08/09/2019] [Accepted: 08/10/2019] [Indexed: 06/10/2023]
Abstract
One of the predominant mechanisms by which lignin restricts effective enzymatic deconstruction of lignocellulosic materials is the unproductive adsorption of enzymes. Although this inhibition can be partially mitigated through hydrophilization of lignin during thermochemical pretreatment, these types of treatments could potentially worsen slurry rheology, consequently making it more difficult to process the material at high substrate concentrations. In the work reported here, laccases were used to specifically modify lignin hydrophilicity within steam-pretreated substrate via in situ phenolic compound grafting. While lignin hydrophilization reduced unproductive enzyme adsorption, high-solids hydrolysis efficiency decreased significantly due to mass transfer limitations. It was apparent that low-solids hydrolysis experiments were a poor predictor of substrate digestibility at high-solids conditions and that substrate-water interactions impacted both substrate digestibility and slurry rheology.
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Affiliation(s)
- Timo van der Zwan
- Forest Products Biotechnology and Bioenergy Group, Department of Wood Science, Faculty of Forestry, The University of British Columbia, 2424 Main Mall, Vancouver, British Columbia V6T 1Z4, Canada
| | - Richard P Chandra
- Forest Products Biotechnology and Bioenergy Group, Department of Wood Science, Faculty of Forestry, The University of British Columbia, 2424 Main Mall, Vancouver, British Columbia V6T 1Z4, Canada
| | - Jack N Saddler
- Forest Products Biotechnology and Bioenergy Group, Department of Wood Science, Faculty of Forestry, The University of British Columbia, 2424 Main Mall, Vancouver, British Columbia V6T 1Z4, Canada.
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19
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Amorim CC, Farinas CS, Miranda EA. Liquefied wheat bran as carbon source and inducer in high-solids submerged cultivation of Aspergillus niger for xylanase production. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2019. [DOI: 10.1016/j.bcab.2019.101346] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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20
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Polachini TC, Mulet A, Cárcel JA, Telis-Romero J. Rheology of acid suspensions containing cassava bagasse: Effect of biomass loading, acid content and temperature. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2019.05.086] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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21
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Berto GL, Arantes V. Kinetic changes in cellulose properties during defibrillation into microfibrillated cellulose and cellulose nanofibrils by ultra-refining. Int J Biol Macromol 2019; 127:637-648. [PMID: 30708005 DOI: 10.1016/j.ijbiomac.2019.01.169] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 01/28/2019] [Accepted: 01/28/2019] [Indexed: 10/27/2022]
Abstract
Defibrillation of cellulose fibers can lead to the isolation of microfibrillated cellulose (MFC) or cellulose nanofibrils (CNF) with intrinsic properties suitable for various applications. However, to what extent these properties are preserved, enhanced, gained or lowered during defibrillation and how they are related remains unclear. In this study, a kinetic study of the ultra-refining of bleached eucalyptus Kraft pulp (BEKP) in a disc ultra-refiner was performed and characterized in terms of physical-structural, morphological and thermal properties and their interactions and compromises. Defibrillation of BEKP to MFC substantially decreased the fiber diameter and increased viscosity, surface area and morphological heterogeneity. It also led to a remarkable increase in transparency and essentially did not alter the thermostability but significantly degraded the crystallinity. A higher degree of defibrillation to isolate CNF led to fibers with smaller diameter and increased diameter uniformity but required a substantial amount of energy to only marginally increase viscosity and transparency. Crystallinity and thermostability were not altered, comparing with CMF. In conclusion, most changes occurred during the defibrillation of BEKP to CMF. Further defibrillation to CNFs with smaller diameters and better uniformity did not significantly reflect on other important structural cellulose physical properties, despite the much higher energy consumption and degree of defibrillation.
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Affiliation(s)
- Gabriela L Berto
- Biocatalysis and Bioproducts Laboratory, Department of Biotechnology - Lorena School of Engineering, University of São Paulo, Lorena, SP 12602-810, Brazil.
| | - Valdeir Arantes
- Biocatalysis and Bioproducts Laboratory, Department of Biotechnology - Lorena School of Engineering, University of São Paulo, Lorena, SP 12602-810, Brazil.
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22
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Liu Y, Chen J, Song J, Hai Z, Lu X, Ji X, Wang C. Adjusting the rheological properties of corn-straw slurry to reduce the agitation power consumption in anaerobic digestion. BIORESOURCE TECHNOLOGY 2019; 272:360-369. [PMID: 30384211 DOI: 10.1016/j.biortech.2018.10.050] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/19/2018] [Accepted: 10/20/2018] [Indexed: 06/08/2023]
Abstract
Agitation power consumption (P) in the anaerobic digestion of biogas plants is a major consumer of electric energy. To reduce P by adjusting the rheological properties, in this work, the rheological properties of the corn-straw slurry were studied systematically considering the effects of TS, temperature and particle-size, and P was calculated based on the rheological behavior of the corn-straw slurry. The investigation shows that the corn-straw slurry is a non-Newtonian fluid and exhibit shear-thinning behavior, and the rheological properties can be well described with the power law model. The size-reduction is more effective compared to the option of temperature-increase to improve the agitation power efficiency, and the value of P can be reduced by up to 48.11%. Since the size-reduction can also increase the methane yield, the reduction of the particle-size is a promising option to save P, especially at relatively high TSs and for the thermophilic AD process.
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Affiliation(s)
- Yaoqian Liu
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China; Energy Engineering, Division of Energy Science, Luleå University of Technology, Luleå 97187, Sweden
| | - Jingjing Chen
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China; Energy Engineering, Division of Energy Science, Luleå University of Technology, Luleå 97187, Sweden
| | - Jian Song
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China
| | - Zhong Hai
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China
| | - Xiaohua Lu
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China
| | - Xiaoyan Ji
- Energy Engineering, Division of Energy Science, Luleå University of Technology, Luleå 97187, Sweden
| | - Changsong Wang
- State Key Laboratory of Material-Oriented Chemical Engineering, Nanjing Tech University, Nanjing 210009, PR China.
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23
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Digaitis R, Thybring EE, Thygesen LG. Investigating the role of mechanics in lignocellulosic biomass degradation during hydrolysis. Biotechnol Prog 2018; 35:e2754. [PMID: 30468315 DOI: 10.1002/btpr.2754] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 10/13/2018] [Accepted: 11/20/2018] [Indexed: 11/12/2022]
Abstract
Enzymes and mechanics play major roles in lignocellulosic biomass deconstruction in biorefineries by catalyzing chemical cleavage or inducing physical breakdown of biomass, respectively. At industrially relevant substrate concentrations mechanical agitation is also a driving force for mass transfer as well as agglomeration of elongated biomass particles. Contrary to the physically induced particle attrition, which typically facilitates feedstock handling, particle agglomeration tends to hinder mass transfer and in the worst case induces processing difficulties like pipe blockage. Understanding the complex interplay between mechanical agitation and enzymatic degradation during hydrolysis is therefore critical and was the aim of this study. Particle size analyses revealed that neither mechanical agitation alone nor enzymatic treatment without mechanical agitation had any noteworthy effect on flax fiber attrition. Similarly, successive treatment, where mechanical agitation was either preceded or proceeded by enzymatic hydrolysis, did not induce any substantial segmentation of flax fibers. Simultaneous enzymatic and mechanical treatment on the other hand was found to promote fast fiber shortening. Higher hydrolysis yields, however, were obtained from nonagitated samples after prolonged enzymatic treatment, indicating that mechanical agitation in the long run reduces activity of the cellulolytic enzymes. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 35: e2754, 2019.
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Affiliation(s)
- Ramūnas Digaitis
- Dept. of Geosciences and Natural Resource Management, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg C, Denmark
| | - Emil Engelund Thybring
- Dept. of Geosciences and Natural Resource Management, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg C, Denmark
| | - Lisbeth Garbrecht Thygesen
- Dept. of Geosciences and Natural Resource Management, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg C, Denmark
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24
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Kim DH, Yun EJ, Lee SH, Kim KH. Novel Two-Step Process Utilizing a Single Enzyme for the Production of High-Titer 3,6-Anhydro-l-galactose from Agarose Derived from Red Macroalgae. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:12249-12256. [PMID: 30354118 DOI: 10.1021/acs.jafc.8b04144] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
3,6-Anhydro-l-galactose (l-AHG), a major component of agarose derived from red macroalgae, has excellent potential for industrial applications based on its physiological activities such as skin whitening, moisturizing, anticariogenicity, and anti-inflammation. However, l-AHG is not yet commercially available due to the complexity, inefficiency, and high cost of the current processes for producing l-AHG. Currently, l-AHG production depends on a multistep process requiring several enzymes. Here, we designed and tested a novel two-step process for obtaining high-titer l-AHG by using a single enzyme. First, to depolymerize agarose preferentially into agarobiose (AB) at a high titer, the agarose prehydrolysis using phosphoric acid as a catalyst was optimized at a 30.7% (w/v) agarose loading, which is the highest agarose or agar loading reported so far. Then AB produced by the prehydrolysis was hydrolyzed into l-AHG and d-galactose (d-Gal) by using a recently discovered enzyme, Bgl1B. We suggest that this simple and efficient process could be a feasible solution for the commercialization and mass production of l-AHG.
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Affiliation(s)
- Dong Hyun Kim
- Department of Biotechnology, Graduate School , Korea University , Seoul 02841 , South Korea
| | - Eun Ju Yun
- Department of Biotechnology, Graduate School , Korea University , Seoul 02841 , South Korea
| | - Sang-Hyun Lee
- Department of Biotechnology, Graduate School , Korea University , Seoul 02841 , South Korea
| | - Kyoung Heon Kim
- Department of Biotechnology, Graduate School , Korea University , Seoul 02841 , South Korea
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25
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Ghosh S, Holwerda EK, Worthen RS, Lynd LR, Epps BP. Rheological properties of corn stover slurries during fermentation by Clostridium thermocellum. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:246. [PMID: 30202441 PMCID: PMC6129011 DOI: 10.1186/s13068-018-1248-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 08/31/2018] [Indexed: 05/22/2023]
Abstract
BACKGROUND Milling during fermentation, termed cotreatment, has recently been proposed as an alternative to thermochemical pretreatment as a means to increase the accessibility of lignocellulosic biomass to biological attack. A central premise of this approach is that partial solubilization of biomass changes the slurry's physical properties such that milling becomes more impactful and more feasible. A key uncertainty is the energy required to mill partially fermented biomass. To inform both of these issues, we report rheological characterization of small-particle, corn stover slurries undergoing fermentation by Clostridium thermocellum. RESULTS Fermented and unfermented corn stover slurries were found to be shear-thinning and well described by a power law model with an exponent of 0.10. Plastic viscosity of a slurry, initially at 16 wt.% insoluble solids, decreased as a result of fermentation by a factor of 2000, with the first eightfold reduction occurring in the first 10% of carbohydrate conversion. Large amplitude oscillatory shear experiments revealed only minor changes to the slurry's rheological fingerprint as a result of fermentation, with the notable change being a reduction in the critical strain amplitude needed for the onset of nonlinearity. All slurries were found to be elastoviscoplastic, with the elastic/viscous crossover at roughly 100% strain amplitude. CONCLUSIONS Whereas prior biomass rheology studies have involved pretreated feedstocks and solubilization mediated by fungal cellulase, we report results for feedstocks with no pretreatment other than autoclaving and for solubilization mediated by C. thermocellum. As observed in prior studies, C. thermocellum fermentation results in a dramatic decrease in viscosity. The magnitude of this decrease, however, is much larger starting with unpretreated feedstock than previously reported for pretreated feedstocks. LAOS measurements provide a detailed picture of the rheological fingerprint of the material. Viscosity measurements confirm the hypothesis that the physical character of corn stover slurries changes dramatically during fermentation by C. thermocellum, and indicate that the energy expended on overcoming slurry viscosity will be far less for partially fermented corn stover than for unfermented corn stover.
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Affiliation(s)
- Sanchari Ghosh
- Thayer School of Engineering, Dartmouth College, Hanover, NH USA
| | | | | | - Lee R. Lynd
- Thayer School of Engineering, Dartmouth College, Hanover, NH USA
| | - Brenden P. Epps
- Thayer School of Engineering, Dartmouth College, Hanover, NH USA
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26
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Naghavi-Anaraki Y, Turcotte G, Ein-Mozaffari F. Characterization of mixing and yield stress of pretreated wheat straw slurries used for the production of biofuels through tomography technique. Bioprocess Biosyst Eng 2018; 41:1315-1328. [PMID: 29845390 DOI: 10.1007/s00449-018-1959-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 05/25/2018] [Indexed: 10/16/2022]
Abstract
Wheat straw is a low-cost feedstock for the production of biofuel. Pretreatment process is an important stage in producing biofuels since it makes the fibers more accessible to enzymatic hydrolysis which is the final step of producing biofuels. Pretreated wheat straw (PWS) slurries are non-Newtonian fluids with yield stress. Mixing of fluids exhibiting yield stress such as the pretreated wheat straw slurry results in the generation of cavern, which is a fully-mixed zone, around the impeller and the stationary regions elsewhere, which causes difficulties in the production of biofuels. In this study, the non-invasive electrical resistance tomography technique was utilized to determine the cavern dimensions as a function of the impeller type and impeller speed. The cavern sizes were then used to measure the yield stress of PWS slurries as a function of fiber size (≤ 2 and ≤ 6 mm) and fiber concentration (6, 8, and 10 wt%).
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Affiliation(s)
- Yasaman Naghavi-Anaraki
- Department of Chemical Engineering, Ryerson University, 350 Victoria Street, Toronto, ON, M5B 2K3, Canada
| | - Ginette Turcotte
- Department of Chemical Engineering, Ryerson University, 350 Victoria Street, Toronto, ON, M5B 2K3, Canada
| | - Farhad Ein-Mozaffari
- Department of Chemical Engineering, Ryerson University, 350 Victoria Street, Toronto, ON, M5B 2K3, Canada.
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Squinca P, Badino AC, Farinas CS. A closed-loop strategy for endoglucanase production using sugarcane bagasse liquefied by a home-made enzymatic cocktail. BIORESOURCE TECHNOLOGY 2018; 249:976-982. [PMID: 29145125 DOI: 10.1016/j.biortech.2017.10.107] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 10/30/2017] [Accepted: 10/31/2017] [Indexed: 06/07/2023]
Abstract
Use of the same lignocellulosic biomass as feedstock for enzymes and ethanol production has been suggested as a lower cost option in future biorefineries. Here, we propose a closed-loop strategy to produce the cellulolytic enzymes required for biomass hydrolysis using sugarcane bagasse liquefied by a home-made enzymatic cocktail as carbon source and inducer. The fed-batch liquefaction conditions were firstly evaluated using commercial enzymes. Subsequently, the effects of different liquefied materials and solids loadings on endoglucanase production by Aspergillus niger cultivated in submerged fermentation were investigated. The liquefied bagasse produced using the home-made cocktail was more favorable for endoglucanase production, resulting in improvement up to 17%, compared to bagasse liquefied by commercial enzymes. The results indicated that liquefied bagasse produced by home-made enzymatic cocktail could provide a cost-effective carbon source and inducer for cellulolytic enzyme production, and could contribute to closing loops within the biorefinery, thus reducing costs and minimizing waste.
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Affiliation(s)
- Paula Squinca
- Graduate Program of Chemical Engineering, Federal University of São Carlos, C.P. 676, 13565-905 São Carlos, SP, Brazil; Embrapa Instrumentation, Rua XV de Novembro 1452, 13561-206 São Carlos, SP, Brazil
| | - Alberto C Badino
- Graduate Program of Chemical Engineering, Federal University of São Carlos, C.P. 676, 13565-905 São Carlos, SP, Brazil
| | - Cristiane S Farinas
- Graduate Program of Chemical Engineering, Federal University of São Carlos, C.P. 676, 13565-905 São Carlos, SP, Brazil; Embrapa Instrumentation, Rua XV de Novembro 1452, 13561-206 São Carlos, SP, Brazil.
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Flores-Gómez CA, Escamilla Silva EM, Zhong C, Dale BE, da Costa Sousa L, Balan V. Conversion of lignocellulosic agave residues into liquid biofuels using an AFEX™-based biorefinery. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:7. [PMID: 29371883 PMCID: PMC5769373 DOI: 10.1186/s13068-017-0995-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 12/08/2017] [Indexed: 05/22/2023]
Abstract
BACKGROUND Agave-based alcoholic beverage companies generate thousands of tons of solid residues per year in Mexico. These agave residues might be used for biofuel production due to their abundance and favorable sustainability characteristics. In this work, agave leaf and bagasse residues from species Agave tequilana and Agave salmiana were subjected to pretreatment using the ammonia fiber expansion (AFEX) process. The pretreatment conditions were optimized using a response surface design methodology. We also identified commercial enzyme mixtures that maximize sugar yields for AFEX-pretreated agave bagasse and leaf matter, at ~ 6% glucan (w/w) loading enzymatic hydrolysis. Finally, the pretreated agave hydrolysates (at a total solids loading of ~ 20%) were used for ethanol fermentation using the glucose- and xylose-consuming strain Saccharomyces cerevisiae 424A (LNH-ST), to determine ethanol yields at industrially relevant conditions. RESULTS Low-severity AFEX pretreatment conditions are required (100-120 °C) to enable efficient enzymatic deconstruction of the agave cell wall. These studies showed that AFEX-pretreated A. tequilana bagasse, A. tequilana leaf fiber, and A. salmiana bagasse gave ~ 85% sugar conversion during enzyme hydrolysis and over 90% metabolic yields of ethanol during fermentation without any washing step or nutrient supplementation. On the other hand, although lignocellulosic A. salmiana leaf gave high sugar conversions, the hydrolysate could not be fermented at high solids loadings, apparently due to the presence of natural inhibitory compounds. CONCLUSIONS These results show that AFEX-pretreated agave residues can be effectively hydrolyzed at high solids loading using an optimized commercial enzyme cocktail (at 25 mg protein/g glucan) producing > 85% sugar conversions and over 40 g/L bioethanol titers. These results show that AFEX technology has considerable potential to convert lignocellulosic agave residues to bio-based fuels and chemicals in a biorefinery.
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Affiliation(s)
- Carlos A. Flores-Gómez
- Departament of Chemical Engineering, Tecnológico Nacional de México, I. T. Celaya, Av. Tecnológico S/N, 38010 Celaya, Guanajuato Mexico
- Department of Engineering, Tecnológico Nacional de México, I. T. Roque, Km 8 Carretera Celaya-J. Rosas, 38110 Celaya, Guanajuato Mexico
| | - Eleazar M. Escamilla Silva
- Departament of Chemical Engineering, Tecnológico Nacional de México, I. T. Celaya, Av. Tecnológico S/N, 38010 Celaya, Guanajuato Mexico
| | - Cheng Zhong
- Key Lab of Industrial Fermentation Microbiology of Ministry of Education, School of Biotechnology, Tianjin University of Science & Technology, Tianjin, People’s Republic of China
| | - Bruce E. Dale
- Department of Chemical Engineering and Materials Science, Michigan State University, 3815 Technology Boulevard, Lansing, MI 48910 USA
- DOE Great Lakes Bioenergy Center, Michigan State University, East Lansing, MI 48823 USA
| | - Leonardo da Costa Sousa
- Department of Chemical Engineering and Materials Science, Michigan State University, 3815 Technology Boulevard, Lansing, MI 48910 USA
- DOE Great Lakes Bioenergy Center, Michigan State University, East Lansing, MI 48823 USA
| | - Venkatesh Balan
- Department of Chemical Engineering and Materials Science, Michigan State University, 3815 Technology Boulevard, Lansing, MI 48910 USA
- DOE Great Lakes Bioenergy Center, Michigan State University, East Lansing, MI 48823 USA
- Biotechnology Division, Department of Engineering Technology, School of Technology, University of Houston, Houston, TX 77004 USA
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Han X, Liu G, Song W, Qu Y. Production of sodium gluconate from delignified corn cob residue by on-site produced cellulase and co-immobilized glucose oxidase and catalase. BIORESOURCE TECHNOLOGY 2018; 248:248-257. [PMID: 28716292 DOI: 10.1016/j.biortech.2017.06.109] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 06/13/2017] [Accepted: 06/14/2017] [Indexed: 06/07/2023]
Abstract
The production of sodium gluconate by enzymatic catalysis of delignified corn cob residue (DCCR) hydrolysate was studied. Penicillium oxalicum I1-13 was used for the production of cellulase with high β-glucosidase activity. A fed-batch saccharification process was developed to obtain high yields of glucose. At the end of hydrolysis, the concentration of glucose reached 145.80g/L. Glucose oxidase and catalase were co-immobilized to catalyze DCCR hydrolysate to produce sodium gluconate. Under the optimum conditions, 166.87g/L sodium gluconate was obtained after 56h of reaction, with a yield of 98.24%. The immobilized enzymes could still maintain more than 60% of the activity after repeated use for 6 times. This study provides a potential route for the production of valuable chemicals by enzymatic conversion of lignocellulosic materials.
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Affiliation(s)
- Xiaolong Han
- State Key Laboratory of Microbial Technology, Shandong University, Jinan 250100, China
| | - Guodong Liu
- State Key Laboratory of Microbial Technology, Shandong University, Jinan 250100, China
| | - Wenxia Song
- School of Life Science, Qufu Normal University, Qufu 273165, China
| | - Yinbo Qu
- State Key Laboratory of Microbial Technology, Shandong University, Jinan 250100, China.
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Using in-situ viscosimetry and morphogranulometry to explore hydrolysis mechanisms of filter paper and pretreated sugarcane bagasse under semi-dilute suspensions. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2017.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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31
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Li Y, Cao X, Geng Z, Zhang M. A novel quasi plug-flow reactor design for enzymatic hydrolysis of cellulose using rheology experiment and CFD simulation. CAN J CHEM ENG 2017. [DOI: 10.1002/cjce.22963] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Yonghui Li
- Key Laboratory for Green Chemical Technology of Ministry of Education, Research and Development Center of Petrochemical Technology; Tianjin University; Tianjin P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin); Tianjin P. R. China
| | - Xingxing Cao
- Key Laboratory for Green Chemical Technology of Ministry of Education, Research and Development Center of Petrochemical Technology; Tianjin University; Tianjin P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin); Tianjin P. R. China
| | - Zhongfeng Geng
- Key Laboratory for Green Chemical Technology of Ministry of Education, Research and Development Center of Petrochemical Technology; Tianjin University; Tianjin P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin); Tianjin P. R. China
| | - Minhua Zhang
- Key Laboratory for Green Chemical Technology of Ministry of Education, Research and Development Center of Petrochemical Technology; Tianjin University; Tianjin P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin); Tianjin P. R. China
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32
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van der Zwan T, Hu J, Saddler JN. Mechanistic insights into the liquefaction stage of enzyme-mediated biomass deconstruction. Biotechnol Bioeng 2017; 114:2489-2496. [PMID: 28691220 DOI: 10.1002/bit.26381] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2017] [Revised: 06/12/2017] [Accepted: 07/02/2017] [Indexed: 11/11/2022]
Abstract
Effective enzyme-mediated viscosity reduction, disaggregation, or "liquefaction," is required to overcome the rheological challenges resulting from the fibrous, hygroscopic nature of lignocellulosic biomass, particularly at the high solids loadings that will be required for an economically viable process. However, the actual mechanisms involved in enzyme-mediated liquefaction, as determined by viscosity or yield stress reduction, have yet to be fully resolved. Particle fragmentation, interparticle interaction, material dilution, and water-retention capacity were compared for their ability to quantify enzyme-mediated liquefaction of model and more realistic pretreated biomass substrates. It was apparent that material dilution and particle fragmentation occurred simultaneously and that both mechanisms contributed to viscosity/yield stress reduction. However, their relative importance was dependent on the nature of the biomass substrate. Interparticle interaction and enzyme-mediated changes to these interactions was shown to have a significant effect on slurry rheology. Liquefaction was shown to result from the combined action of material dilution, particle fragmentation, and alteration of interactions at particle surfaces. However, the observed changes in water retention capacity did not correlate with yield stress reduction. The relative importance of each mechanism was significantly influenced by the nature of the biomass substrate and its physicochemical properties. An ongoing challenge is that mechanisms, such as refining, which enhance enzyme accessibility to the cellulosic component of the substrate, are detrimental to slurry rheology and will likely impede enzyme-mediated liquefaction when high substrate concentrations are used.
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Affiliation(s)
- Timo van der Zwan
- Forest Products Biotechnology and Bioenergy Group, Faculty of Forestry, Department of Wood Science, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Jinguang Hu
- Forest Products Biotechnology and Bioenergy Group, Faculty of Forestry, Department of Wood Science, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Jack N Saddler
- Forest Products Biotechnology and Bioenergy Group, Faculty of Forestry, Department of Wood Science, The University of British Columbia, Vancouver, British Columbia, Canada
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33
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Granular Flow of Corn Stover Particles in a Helical Ribbon Stirred Tank. INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING 2017. [DOI: 10.1515/ijcre-2016-0124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
The flow characteristics and power consumption of corn stover particles in a helical ribbon stirred tank was investigated in the context of simultaneous saccharification and fermentation of corn stover at high solids loading. It was found that the particles in the tank can be divided into conveyed material and core material according to their flow characteristics. The flow of the former materials was frictional regime and the latter was intermediate flow; the conveyed material avalanched into the core at the top of granular bed. The granular bed dilated when the impeller was rotating, which was beneficial for the entrance of liquid enzyme into the solid phase and for the successful proceeding of the saccharification of the corn stover. The power of granular mixing was linearly proportional to the impeller rotational speed due to the discrete characteristic of the particles and flow dynamics of the conveyed material. The ratio of power consumption to the impeller rotational speed (P/N) was linear proportional to loading ratio and the dimensionless torque (M/mgR) was 0.48. The power consumption increased first and then decreased as the corn stover particles evolved from granular/wet granular to paste/slurry. The maximum power consumption was at 83 % (w/w) moisture content.
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34
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Du J, Cao Y, Liu G, Zhao J, Li X, Qu Y. Identifying and overcoming the effect of mass transfer limitation on decreased yield in enzymatic hydrolysis of lignocellulose at high solid concentrations. BIORESOURCE TECHNOLOGY 2017; 229:88-95. [PMID: 28110129 DOI: 10.1016/j.biortech.2017.01.011] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Revised: 01/06/2017] [Accepted: 01/07/2017] [Indexed: 05/18/2023]
Abstract
Cellulose conversion decreases significantly with increasing solid concentrations during enzymatic hydrolysis of insoluble lignocellulosic materials. Here, mass transfer limitation was identified as a significant determining factor of this decrease by studying the hydrolysis of delignified corncob residue in shake flask, the most used reaction vessel in bench scale. Two mass transfer efficiency-related factors, mixing speed and flask filling, were shown to correlate closely with cellulose conversion at solid loadings higher than 15% DM. The role of substrate characteristics in mass transfer performance was also significant, which was revealed by the saccharification of two corn stover substrates with different pretreatment methods at the same solid loading. Several approaches including premix, fed-batch operation, and particularly the use of horizontal rotating reactor were shown to be valid in facilitating cellulose conversion via improving mass transfer efficiency at solid concentrations higher than 15% DM.
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Affiliation(s)
- Jian Du
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China
| | - Yuan Cao
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China
| | - Guodong Liu
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China
| | - Jian Zhao
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China
| | - Xuezhi Li
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China
| | - Yinbo Qu
- State Key Laboratory of Microbial Technology, Shandong University, 250100, China; National Glycoengineering Research Center, Shandong University, 250100, China.
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35
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Wang W, Li C, Du G, Zhang X, Zhang H. Characteristics and Rheological Properties of Polysaccharide Nanoparticles from Edible Mushrooms (Flammulina velutipes). J Food Sci 2017; 82:687-693. [DOI: 10.1111/1750-3841.13626] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 12/06/2016] [Accepted: 12/20/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Wenhang Wang
- Key Laboratory of Food Nutrition and Safety, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
- Engineering Research Center of Food Biotechnology, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
- Limerick Pulp and Paper Centre, Dept. of Chemical Engineering; Univ. of New Brunswick; Fredericton NB E3B5A3 Canada
| | - Cong Li
- Key Laboratory of Food Nutrition and Safety, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
| | - Guanhua Du
- Key Laboratory of Food Nutrition and Safety, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
| | - Xiuling Zhang
- Key Laboratory of Food Nutrition and Safety, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
| | - Hongjie Zhang
- Key Laboratory of Food Nutrition and Safety, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
- Engineering Research Center of Food Biotechnology, Ministry of Education; Tianjin Univ. of Science and Technology; Tianjin 300457 China
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36
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Fed-Batch Enzymatic Saccharification of High Solids Pretreated Lignocellulose for Obtaining High Titers and High Yields of Glucose. Appl Biochem Biotechnol 2017; 182:1108-1120. [DOI: 10.1007/s12010-016-2385-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Accepted: 12/27/2016] [Indexed: 10/20/2022]
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37
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Chen HZ, Liu ZH. Enzymatic hydrolysis of lignocellulosic biomass from low to high solids loading. Eng Life Sci 2016; 17:489-499. [PMID: 32624794 DOI: 10.1002/elsc.201600102] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 09/24/2016] [Accepted: 10/20/2016] [Indexed: 02/01/2023] Open
Abstract
Solid state enzymatic hydrolysis (SSEH) has many advantages, such as higher sugar concentration, lower operating costs, and less energy input. It should be a potential approach for the industrial application of lignocellulosic ethanol. The purpose of this work is to review the enzymatic hydrolysis of lignocellulosic biomass from low to high solids loading and introduce its both challenges and perspectives. The limitations of SSEH, including inhibition effects, water constraint, and rheology characteristic, are summarized firstly. Various strategies for overcoming these limitations are proposed correspondingly. Fed batch process and its feeding strategy to improve the SSEH efficiency are then discussed. Finally, several intensification methods, hydrolysis reactor, and pilot- and demonstration-scale operations of SSEH are described. In-depth analysis of main limitations and development of novel intensification methods and reactors should provide an effective way to achieve large-scale implementation of SSEH.
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Affiliation(s)
- Hong-Zhang Chen
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering Chinese Academy of Sciences Beijing China
| | - Zhi-Hua Liu
- State Key Laboratory of Biochemical Engineering, Institute of Process Engineering Chinese Academy of Sciences Beijing China.,University of Chinese Academy of Sciences Beijing China
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38
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Design factors affecting the dynamic performance of soil suspension in an agitated, baffled tank. Chin J Chem Eng 2016. [DOI: 10.1016/j.cjche.2016.07.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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39
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Montgomery L, -->Schoepp T, Fuchs W, Bochmann G. Design, calibration and validation of a large lab-scale system for measuring viscosity in fermenting substrate from agricultural anaerobic digesters. Biochem Eng J 2016. [DOI: 10.1016/j.bej.2016.08.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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40
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Polachini T, Sato A, Cunha R, Telis-Romero J. Density and rheology of acid suspensions of peanut waste in different conditions: An engineering basis for bioethanol production. POWDER TECHNOL 2016. [DOI: 10.1016/j.powtec.2016.02.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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41
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42
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Hou W, An R, Zhang J, Bao J. On-site measurement and modeling of rheological property of corn stover hydrolysate at high solids content. Biochem Eng J 2016. [DOI: 10.1016/j.bej.2015.12.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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43
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Karnaouri A, Matsakas L, Topakas E, Rova U, Christakopoulos P. Development of Thermophilic Tailor-Made Enzyme Mixtures for the Bioconversion of Agricultural and Forest Residues. Front Microbiol 2016; 7:177. [PMID: 26909078 PMCID: PMC4754399 DOI: 10.3389/fmicb.2016.00177] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 02/01/2016] [Indexed: 11/13/2022] Open
Abstract
Even though the main components of all lignocellulosic feedstocks include cellulose, hemicellulose, as well as the protective lignin matrix, there are some differences in structure, such as in hardwoods and softwoods, which may influence the degradability of the materials. Under this view, various types of biomass might require a minimal set of enzymes that has to be tailor-made. Partially defined complex mixtures that are currently commercially used are not adapted to efficiently degrade different materials, so novel enzyme mixtures have to be customized. Development of these cocktails requires better knowledge about the specific activities involved, in order to optimize hydrolysis. The role of filamentous fungus Myceliophthora thermophila and its complete enzymatic repertoire for the bioconversion of complex carbohydrates has been widely proven. In this study, four core cellulases (MtCBH7, MtCBH6, MtEG5, and MtEG7), in the presence of other four "accessory" enzymes (mannanase, lytic polyssacharide monooxygenase MtGH61, xylanase, MtFae1a) and β-glucosidase MtBGL3, were tested as a nine-component cocktail against one model substrate (phosphoric acid swollen cellulose) and four hydrothermally pretreated natural substrates (wheat straw as an agricultural waste, birch, and spruce biomass, as forest residues). Synergistic interactions among different enzymes were determined using a suitable design of experiments methodology. The results suggest that for the hydrolysis of the pure substrate (PASC), high proportions of MtEG7 are needed for efficient yields. MtCBH7 and MtEG7 are enzymes of major importance during the hydrolysis of pretreated wheat straw, while MtCBH7 plays a crucial role in case of spruce. Cellobiohydrolases MtCBH6 and MtCBH7 act in combination and are key enzymes for the hydrolysis of the hardwood (birch). Optimum combinations were predicted from suitable statistical models which were able to further increase hydrolysis yields, suggesting that tailor-made enzyme mixtures targeted toward a particular residual biomass can help maximize hydrolysis yields. The present work demonstrates the change from "one cocktail for all" to "tailor-made cocktails" that are needed for the efficient saccharification of targeted feed stocks prior to the production of biobased products through the biorefinery concept.
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Affiliation(s)
- Anthi Karnaouri
- Biochemical Process Engineering, Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology Luleå, Sweden
| | - Leonidas Matsakas
- Biochemical Process Engineering, Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology Luleå, Sweden
| | - Evangelos Topakas
- Biochemical Process Engineering, Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of TechnologyLuleå, Sweden; Biotechnology Laboratory, Department of Synthesis and Development of Industrial Processes, School of Chemical Engineering, National Technical University of AthensAthens, Greece
| | - Ulrika Rova
- Biochemical Process Engineering, Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology Luleå, Sweden
| | - Paul Christakopoulos
- Biochemical Process Engineering, Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology Luleå, Sweden
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Viola E, Arcieri G, Zimbardi F, Valerio V, Cerone N, Corato UD. Evaluation of a pilot-scaled paddle dryer for the production of ethanol from lignocellulose including inhibitor removal and high-solids enzymatic hydrolysis. ACTA ACUST UNITED AC 2016; 9:38-45. [PMID: 28352590 PMCID: PMC5360984 DOI: 10.1016/j.btre.2015.12.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 12/23/2015] [Accepted: 12/29/2015] [Indexed: 11/16/2022]
Abstract
The use of a paddle dryer system in the bioethanol process from straw is proposed. Paddle dryer was employed to detoxify a pretreated substrate by steam explosion. Paddle dryer is resulted an efficient system to improve enzymatic hydrolysis.
The advantage of using paddle dryers (PD) in the production of sugars and 2nd generation ethanol from pretreated wheat straw was investigated. This machinery was employed in order to detoxify steam-exploded substrates and to mix different slurries in the hydrolysis step. The obtained hydrolysate was fermented by the yeast Saccharomyces cerevisiae. Acetic acid and furfural were reduced up to 11 and 26 fold respectively in the detoxified substrate. When fermentation was carried out at low solid suspension, the use of PD was as effective as water extraction in detoxifying exploded biomass, giving ethanol yields of 90% at 0.05 solid/liquid ratio (S/L) and 80% at 0.10 S/L. Moreover, by using PD the cellulose conversion yield was significantly improved in the hydrolysis step: when operating at higher S/L (0.4), the hydrolysis efficiency was twice the one achieved by using a bioreactor with a Rushton stirrer.
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Affiliation(s)
- Egidio Viola
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, S.S. 106 Jonica, km 419 + 500, 75026 Rotondella, MT, Italy
| | - Giuseppe Arcieri
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, S.S. 106 Jonica, km 419 + 500, 75026 Rotondella, MT, Italy
| | - Francesco Zimbardi
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, S.S. 106 Jonica, km 419 + 500, 75026 Rotondella, MT, Italy
| | - Vito Valerio
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, S.S. 106 Jonica, km 419 + 500, 75026 Rotondella, MT, Italy
| | - Nadia Cerone
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Trisaia Research Centre, S.S. 106 Jonica, km 419 + 500, 75026 Rotondella, MT, Italy; University of Naples Federico II, Department of Chemical Engineering, Materials and Industrial Production, P.le Tecchio, 80125 Napoli, Italy
| | - Ugo De Corato
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Territorial Office of Bari-Uni. Versus Consortium, Viale Japigia 188, Bari 70126, Italy
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45
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Rheology evolution and CFD modeling of lignocellulose biomass during extremely high solids content pretreatment. Biochem Eng J 2016. [DOI: 10.1016/j.bej.2015.10.021] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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46
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Principles and Challenges Involved in the Enzymatic Hydrolysis of Cellulosic Materials at High Total Solids. GREEN FUELS TECHNOLOGY 2016. [DOI: 10.1007/978-3-319-30205-8_7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
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47
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Mixing design for enzymatic hydrolysis of sugarcane bagasse: methodology for selection of impeller configuration. Bioprocess Biosyst Eng 2015; 39:285-94. [DOI: 10.1007/s00449-015-1512-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Accepted: 11/18/2015] [Indexed: 12/01/2022]
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Quiroga AG, Silvera AB, Padilla RV, Costa ACD, Maciel Filho R. CONTINUOUS AND SEMICONTINUOUS REACTION SYSTEMS FOR HIGH-SOLIDS ENZYMATIC HYDROLYSIS OF LIGNOCELLULOSICS. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING 2015. [DOI: 10.1590/0104-6632.20150324s00003547] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Jung YH, Park HM, Kim DH, Park YC, Seo JH, Kim KH. Combination of high solids loading pretreatment and ethanol fermentation of whole slurry of pretreated rice straw to obtain high ethanol titers and yields. BIORESOURCE TECHNOLOGY 2015; 198:861-866. [PMID: 26461793 DOI: 10.1016/j.biortech.2015.09.102] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2015] [Revised: 09/19/2015] [Accepted: 09/21/2015] [Indexed: 06/05/2023]
Abstract
In cellulosic ethanol production using lignocellulose, an increase in biomass solids loading during the pretreatment process significantly affects the final ethanol titer and the production cost. In this study, pretreatment using rice straw at high solids loading (20% (w/v)) was evaluated, using maleic acid as a catalyst. After pretreatment at optimal conditions of 190°C, 20 min, and 0.2% or 5% (w/v) maleic acid, the highest enzymatic digestibility obtained was over 80%. Simultaneous saccharification and fermentation (SSF) of the whole slurry of pretreated rice straw in the presence of activated carbon to separate inhibitory compounds generated a high ethanol yield of 62.8%, based on the initial glucan in unpretreated rice straw. These findings suggest that high solids loading pretreatment using maleic acid and SSF of the whole slurry of pretreated rice straw can be combined to improve the process economics of ethanol production.
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Affiliation(s)
- Young Hoon Jung
- Department of Biotechnology, Graduate School, Korea University, Seoul 136-713, Republic of Korea
| | - Hyun Min Park
- Department of Biotechnology, Graduate School, Korea University, Seoul 136-713, Republic of Korea
| | - Dong Hyun Kim
- Department of Biotechnology, Graduate School, Korea University, Seoul 136-713, Republic of Korea
| | - Yong-Cheol Park
- Department of Bio and Fermentation Convergence Technology, Kookmin University, Seoul 136-702, Republic of Korea
| | - Jin-Ho Seo
- Department of Agricultural Biotechnology, Seoul National University, Seoul 151-921, Republic of Korea
| | - Kyoung Heon Kim
- Department of Biotechnology, Graduate School, Korea University, Seoul 136-713, Republic of Korea.
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Huang Q, Zhang W, Yang C. Modeling transport phenomena and reactions in a pilot slurry airlift loop reactor for direct coal liquefaction. Chem Eng Sci 2015. [DOI: 10.1016/j.ces.2015.01.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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