dc.contributorFarinas, Cristiane Sanchez
dc.contributorhttp://lattes.cnpq.br/9933650905615452
dc.contributorRibeiro, Marcelo Perencin de Arruda
dc.contributorhttp://lattes.cnpq.br/0381402687491195
dc.contributorhttp://lattes.cnpq.br/6134437994430328
dc.creatorPinto, Ariane Silveira Sbrice
dc.date.accessioned2021-03-08T15:00:06Z
dc.date.accessioned2022-10-10T21:32:46Z
dc.date.available2021-03-08T15:00:06Z
dc.date.available2022-10-10T21:32:46Z
dc.date.created2021-03-08T15:00:06Z
dc.date.issued2017-02-20
dc.identifierPINTO, 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/ufscar/13942.
dc.identifierhttps://repositorio.ufscar.br/handle/ufscar/13942
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/4043554
dc.description.abstractThe 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).
dc.languagepor
dc.publisherUniversidade Federal de São Carlos
dc.publisherUFSCar
dc.publisherPrograma de Pós-Graduação em Engenharia Química - PPGEQ
dc.publisherCâmpus São Carlos
dc.rightshttp://creativecommons.org/licenses/by-nc-nd/3.0/br/
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Brazil
dc.subjectCompostos fenólicos
dc.subjectEtanol de segunda geração
dc.subjectEspectroscopia no infravermelho próximo
dc.subjectEspectroscopia no ultravioleta-visível
dc.subjectRegressão por mínimos quadrados parciais
dc.subjectPhenolic compounds
dc.subjectSecond-generation ethanol
dc.subjectNear infrared spectroscopy
dc.subjectUltraviolet-visible spectroscopy
dc.subjectPartial least squares regression
dc.titleMonitoramento por espectroscopia dos compostos fenólicos e furaldeídos gerados no processamento de biomassa lignocelulósica
dc.typeTesis


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