Monitoramento por espectroscopia dos compostos fenólicos e furaldeídos gerados no processamento de biomassa lignocelulósica
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Universidade Federal de São Carlos
Resumo
The major process challenge of the second-generation ethanol (2G) production is related
with characterization of hydrolyzate from lignocellulosic biomass, which often contains
high quantities of phenolic compounds and furan derivatives. These components of
hydrolyzate are responsible for inhibit and deactivate enzymes during hydrolysis in
addition to negatively influence the fermentation step. The phenolic compounds and
furaldehydes quantification could help to highlight the bioprocesses limitations. As a
result, it could allow the process improvement that may be characterized by more
productive, robust and tolerant to these compounds. Concerning about this objective,
rapid, efficient, and low-cost technologies for monitoring the phenolic compounds and
furan derivatives are essential for better control of the pretreatment, hydrolysis and
fermentation steps during 2G ethanol production. For achieving that goal it was verified
the viability of monitoring phenolic compounds and furaldheydes by the use of
chemometric techniques. The Ultraviolet Visible and Near Infrared spectral regions
were analyzed in association with Partial Least Squares (PLS) regression for monitoring
the inhibitors from pretreatment hydrolyzate of sugarcane bagasse. Hydrolyzate samples
from liquid hot water pretreatment of biomass plus synthetic samples were evaluated on
distinct calibration and test trials. The negative effect in both hydrolysis and
fermentation process were considered for monitoring components from hydrolyzate and
synthetic mixtures. Then, the concentration of vanillin, hydroxymethylfurfural, furfural,
as well as ferulic, gallic and p-coumaric acids were analyzed. It was found that the most
accurate PLS model could be used to monitor phenolic compounds and furaldehydes
during the liquid hot water pretreatment of lignocellulosic material from three different
operating conditions. The best predicting concentrations provided satisfactory accuracy
for each analyte by presenting PLS-UV-Vis models with potential for process
monitoring (standard deviation of prediction for cross-validation leave-one-out
(RMSECV) around 3.0 to 9.0% and residual predictive deviation (RPD) was from 2.0
up to 5.0).
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Palavras-chave
Compostos fenólicos, Etanol de segunda geração, Espectroscopia no infravermelho próximo, Espectroscopia no ultravioleta-visível, Regressão por mínimos quadrados parciais, Phenolic compounds, Second-generation ethanol, Near infrared spectroscopy, Ultraviolet-visible spectroscopy, Partial least squares regression
Citação
PINTO, Ariane Silveira Sbrice. Monitoramento por espectroscopia dos compostos fenólicos e furaldeídos gerados no processamento de biomassa lignocelulósica. 2017. Dissertação (Mestrado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2017. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/13942.
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Exceto quando indicado de outra forma, a licença deste item é descrita como Attribution-NonCommercial-NoDerivs 3.0 Brazil
