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Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method

Understanding the impact of all process parameters on the efficiency of biomass hydrolysis and on the final yield of products is critical to biorefinery design. Using Taguchi orthogonal arrays experimental design and Partial Least Square Regression, we investigated the impact of change and the compa...

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Autores principales: Jiang, Rui, Linzon, Yoav, Vitkin, Edward, Yakhini, Zohar, Chudnovsky, Alexandra, Golberg, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4904202/
https://www.ncbi.nlm.nih.gov/pubmed/27291594
http://dx.doi.org/10.1038/srep27761
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author Jiang, Rui
Linzon, Yoav
Vitkin, Edward
Yakhini, Zohar
Chudnovsky, Alexandra
Golberg, Alexander
author_facet Jiang, Rui
Linzon, Yoav
Vitkin, Edward
Yakhini, Zohar
Chudnovsky, Alexandra
Golberg, Alexander
author_sort Jiang, Rui
collection PubMed
description Understanding the impact of all process parameters on the efficiency of biomass hydrolysis and on the final yield of products is critical to biorefinery design. Using Taguchi orthogonal arrays experimental design and Partial Least Square Regression, we investigated the impact of change and the comparative significance of thermochemical process temperature, treatment time, %Acid and %Solid load on carbohydrates release from green macroalgae from Ulva genus, a promising biorefinery feedstock. The average density of hydrolysate was determined using a new microelectromechanical optical resonator mass sensor. In addition, using Flux Balance Analysis techniques, we compared the potential fermentation yields of these hydrolysate products using metabolic models of Escherichia coli, Saccharomyces cerevisiae wild type, Saccharomyces cerevisiae RN1016 with xylose isomerase and Clostridium acetobutylicum. We found that %Acid plays the most significant role and treatment time the least significant role in affecting the monosaccharaides released from Ulva biomass. We also found that within the tested range of parameters, hydrolysis with 121 °C, 30 min 2% Acid, 15% Solids could lead to the highest yields of conversion: 54.134–57.500 gr ethanol kg(−1) Ulva dry weight by S. cerevisiae RN1016 with xylose isomerase. Our results support optimized marine algae utilization process design and will enable smart energy harvesting by thermochemical hydrolysis.
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spelling pubmed-49042022016-06-14 Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method Jiang, Rui Linzon, Yoav Vitkin, Edward Yakhini, Zohar Chudnovsky, Alexandra Golberg, Alexander Sci Rep Article Understanding the impact of all process parameters on the efficiency of biomass hydrolysis and on the final yield of products is critical to biorefinery design. Using Taguchi orthogonal arrays experimental design and Partial Least Square Regression, we investigated the impact of change and the comparative significance of thermochemical process temperature, treatment time, %Acid and %Solid load on carbohydrates release from green macroalgae from Ulva genus, a promising biorefinery feedstock. The average density of hydrolysate was determined using a new microelectromechanical optical resonator mass sensor. In addition, using Flux Balance Analysis techniques, we compared the potential fermentation yields of these hydrolysate products using metabolic models of Escherichia coli, Saccharomyces cerevisiae wild type, Saccharomyces cerevisiae RN1016 with xylose isomerase and Clostridium acetobutylicum. We found that %Acid plays the most significant role and treatment time the least significant role in affecting the monosaccharaides released from Ulva biomass. We also found that within the tested range of parameters, hydrolysis with 121 °C, 30 min 2% Acid, 15% Solids could lead to the highest yields of conversion: 54.134–57.500 gr ethanol kg(−1) Ulva dry weight by S. cerevisiae RN1016 with xylose isomerase. Our results support optimized marine algae utilization process design and will enable smart energy harvesting by thermochemical hydrolysis. Nature Publishing Group 2016-06-13 /pmc/articles/PMC4904202/ /pubmed/27291594 http://dx.doi.org/10.1038/srep27761 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Jiang, Rui
Linzon, Yoav
Vitkin, Edward
Yakhini, Zohar
Chudnovsky, Alexandra
Golberg, Alexander
Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title_full Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title_fullStr Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title_full_unstemmed Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title_short Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design method
title_sort thermochemical hydrolysis of macroalgae ulva for biorefinery: taguchi robust design method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4904202/
https://www.ncbi.nlm.nih.gov/pubmed/27291594
http://dx.doi.org/10.1038/srep27761
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