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Detection of chemical elements related to impurities leached from raw sugarcane: Use of laser-induced breakdown spectroscopy (LIBS) and chemometrics

dc.contributor.authorAndrade, Daniel Fernandes
dc.contributor.authorGuedes, Wesley Nascimento [UNESP]
dc.contributor.authorPereira, Fabiola Manhas Verbi [UNESP]
dc.contributor.institutionUniversidade Federal de São Carlos (UFSCar)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-12-11T16:50:57Z
dc.date.available2018-12-11T16:50:57Z
dc.date.issued2018-03-01
dc.description.abstractImpurities in raw sugarcane directly influence the quality of sugarcane juice by compromising its color and affecting the entire sugar manufacturing process. Therefore, the primary objective of this study was to identify the chemical elements related to different levels of impurities, ranging from 3 to 10 wt%, leached from sugarcane using only water. This analysis employed laser-induced breakdown spectroscopy (LIBS) after the sample solutions were immobilized in a polyvinyl alcohol (PVA) polymer. A mixture design was outlined to describe the composition of numerous samples. To treat the data generated by LIBS, 12 different standardization strategies of the dependent variables (LIBS instrumental response) were tested. To identify the chemical elements from the impurities and their relations, a principal component analysis (PCA) was performed using the entire spectra. The analysis of the score plots shows a large segregation in the experiments with the highest amounts of impurities (from 8 to 10 wt%). Calcium, and Mg were highly correlated to the samples in the PCA and the ratio between the highest intensity of these signals for samples and 10% (w/v) PVA confirmed this evidence. LIBS showed advantages in the analysis of impurities from sugarcane after the conversion of the PVA solution into a solid to contain the leached solutions. The method provides a fast, simple and sensitive method for the detection of sugarcane impurities.en
dc.description.affiliationGroup of Applied Instrumental Analysis Department of Chemistry Federal University of São Carlos (UFSCar)
dc.description.affiliationInstitute of Chemistry São Paulo State University (UNESP)
dc.description.affiliationUnespInstitute of Chemistry São Paulo State University (UNESP)
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipIdFAPESP: 2016/00779-6
dc.description.sponsorshipIdFAPESP: 2016/17304-0
dc.description.sponsorshipIdCNPq: 445729/2014-7
dc.format.extent443-448
dc.identifierhttp://dx.doi.org/10.1016/j.microc.2017.12.005
dc.identifier.citationMicrochemical Journal, v. 137, p. 443-448.
dc.identifier.doi10.1016/j.microc.2017.12.005
dc.identifier.file2-s2.0-85038230469.pdf
dc.identifier.issn0026-265X
dc.identifier.lattes5704445473654024
dc.identifier.orcid0000-0002-8117-2108
dc.identifier.scopus2-s2.0-85038230469
dc.identifier.urihttp://hdl.handle.net/11449/170471
dc.language.isoeng
dc.relation.ispartofMicrochemical Journal
dc.rights.accessRightsAcesso abertopt
dc.sourceScopus
dc.subjectChemometrics
dc.subjectClarification
dc.subjectLaser-induced breakdown spectroscopy
dc.subjectMixture design
dc.subjectStandardization modes
dc.subjectSugarcane
dc.titleDetection of chemical elements related to impurities leached from raw sugarcane: Use of laser-induced breakdown spectroscopy (LIBS) and chemometricsen
dc.typeArtigopt
dspace.entity.typePublication
unesp.author.lattes5704445473654024(3)
unesp.author.orcid0000-0002-8117-2108(3)
unesp.campusUniversidade Estadual Paulista (UNESP), Instituto de Química, Araraquarapt

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