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Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor
In order to more conveniently simulate and optimize the solubilization of sugarcane bagasse components during formic acid (FA) fractionation, an extended combined severity factor (CSF(ext)) was defined to integrate various operation parameters as a single factor. Two phenomenological models based on...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125665/ https://www.ncbi.nlm.nih.gov/pubmed/34067091 http://dx.doi.org/10.3390/molecules26092753 |
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author | Chang, Xiaogang Zhang, Jingzhi Wu, Ruchun Zhao, Xuebing |
author_facet | Chang, Xiaogang Zhang, Jingzhi Wu, Ruchun Zhao, Xuebing |
author_sort | Chang, Xiaogang |
collection | PubMed |
description | In order to more conveniently simulate and optimize the solubilization of sugarcane bagasse components during formic acid (FA) fractionation, an extended combined severity factor (CSF(ext)) was defined to integrate various operation parameters as a single factor. Two phenomenological models based on Arrhenius and Logistic equations were further used to describe the phenomenological kinetics. Different data-processing methods were compared to fit the severity parameters and model constants. Both Arrhenius-based and Logistic-based models show satisfying fitting results, though the values of Arrhenius-based CSF(ext) (A-CSF(ext)) and Logistic-based CSF(ext) (L-CSF(ext)) were somewhat different under the same fractionation condition. The solubilization of biomass components increased with CSF(ext), but two distinct stages could be observed with inflection points at A-CSF(ext) of 42 or L-CSF(ext) of 43, corresponding to bulk and residual solubilization stages, respectively. For the enzymatic hydrolysis of cellulosic solids, the highest initial enzymatic glucan conversion (EGC@6h) was obtained at A-CSF(ext) of 39–40 or A-CSF(ext) of 40–41; however, for a long hydrolysis period (72 h), relatively high glucan conversion (EGC@72h) was observed at A-CSF(ext) of 42–43 or A-CSF(ext) of 43–44. Post-treatment for deformylation with a small amount of lime could help to recover the cellulose digestibility. |
format | Online Article Text |
id | pubmed-8125665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81256652021-05-17 Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor Chang, Xiaogang Zhang, Jingzhi Wu, Ruchun Zhao, Xuebing Molecules Article In order to more conveniently simulate and optimize the solubilization of sugarcane bagasse components during formic acid (FA) fractionation, an extended combined severity factor (CSF(ext)) was defined to integrate various operation parameters as a single factor. Two phenomenological models based on Arrhenius and Logistic equations were further used to describe the phenomenological kinetics. Different data-processing methods were compared to fit the severity parameters and model constants. Both Arrhenius-based and Logistic-based models show satisfying fitting results, though the values of Arrhenius-based CSF(ext) (A-CSF(ext)) and Logistic-based CSF(ext) (L-CSF(ext)) were somewhat different under the same fractionation condition. The solubilization of biomass components increased with CSF(ext), but two distinct stages could be observed with inflection points at A-CSF(ext) of 42 or L-CSF(ext) of 43, corresponding to bulk and residual solubilization stages, respectively. For the enzymatic hydrolysis of cellulosic solids, the highest initial enzymatic glucan conversion (EGC@6h) was obtained at A-CSF(ext) of 39–40 or A-CSF(ext) of 40–41; however, for a long hydrolysis period (72 h), relatively high glucan conversion (EGC@72h) was observed at A-CSF(ext) of 42–43 or A-CSF(ext) of 43–44. Post-treatment for deformylation with a small amount of lime could help to recover the cellulose digestibility. MDPI 2021-05-07 /pmc/articles/PMC8125665/ /pubmed/34067091 http://dx.doi.org/10.3390/molecules26092753 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chang, Xiaogang Zhang, Jingzhi Wu, Ruchun Zhao, Xuebing Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title | Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title_full | Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title_fullStr | Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title_full_unstemmed | Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title_short | Phenomenological Modeling of Formic Acid Fractionation of Sugarcane Bagasse by Integration of Operation Parameters as an Extended Combined Severity Factor |
title_sort | phenomenological modeling of formic acid fractionation of sugarcane bagasse by integration of operation parameters as an extended combined severity factor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125665/ https://www.ncbi.nlm.nih.gov/pubmed/34067091 http://dx.doi.org/10.3390/molecules26092753 |
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