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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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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. |
format | Online Article Text |
id | pubmed-4904202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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