XRF-based analytical methods for supporting sustainability in sugarcane biorefineries

Detalhes bibliográficos
Autor(a) principal: Sperança, Marco Aurelio [UNESP]
Data de Publicação: 2021
Outros Autores: Nascimento, Paloma Andrade Martins [UNESP], Olivieri, Alejandro César, Pereira, Fabíola Manhas Verbi [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1002/bbb.2336
http://hdl.handle.net/11449/223098
Resumo: There is a clear need for analytical methods able to evaluate impurities in sugarcane biorefineries. Impurities that may occur during sugar and ethanol production which involves a high content of starch, fructose, dextran and minerals. Another type of impurity comes from solid materials such as soil and the green or dry/brown leaves of the sugarcane plant. This study focused on the mineral content, which causes an increase in both cost and time, a loss of quality and a negative environmental impact, and may also hinder the crystallization process. The presently developed analytical methods demonstrate the possibility of using X-ray fluorescence-based techniques, even for complex samples like sugarcane juices. The exploratory analysis evidenced that X-ray fluorescence techniques can discriminate the sugarcane juices in different clarification stages. This report developed an analytical method by building up multivariate models based on partial least-squares regression. These models showed promising results in estimating the contents of Mg, P, S, K, Ca and Fe for all of the first seven clarification stages. For most elements, the relative prediction errors were <14%, with coefficients of determination >0.9083. The main achievement was the development of sustainable analytical methods to monitor mineral content in extracted juices from sugarcane during the clarification stages with reduced sample volume and fewer chemicals. © 2021 Society of Chemical Industry and John Wiley & Sons, Ltd.
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spelling XRF-based analytical methods for supporting sustainability in sugarcane biorefinerieschemometricsclarificationsugarcanesustainabilityX-ray fluorescenceThere is a clear need for analytical methods able to evaluate impurities in sugarcane biorefineries. Impurities that may occur during sugar and ethanol production which involves a high content of starch, fructose, dextran and minerals. Another type of impurity comes from solid materials such as soil and the green or dry/brown leaves of the sugarcane plant. This study focused on the mineral content, which causes an increase in both cost and time, a loss of quality and a negative environmental impact, and may also hinder the crystallization process. The presently developed analytical methods demonstrate the possibility of using X-ray fluorescence-based techniques, even for complex samples like sugarcane juices. The exploratory analysis evidenced that X-ray fluorescence techniques can discriminate the sugarcane juices in different clarification stages. This report developed an analytical method by building up multivariate models based on partial least-squares regression. These models showed promising results in estimating the contents of Mg, P, S, K, Ca and Fe for all of the first seven clarification stages. For most elements, the relative prediction errors were <14%, with coefficients of determination >0.9083. The main achievement was the development of sustainable analytical methods to monitor mineral content in extracted juices from sugarcane during the clarification stages with reduced sample volume and fewer chemicals. © 2021 Society of Chemical Industry and John Wiley & Sons, Ltd.Group of Alternative Analytical Approaches Bioenergy Research Institute Institute of Chemistry São Paulo State UniversityDepartamento de Química Analítica Facultad de Ciencias Bioquímicas y Farmacéuticas Universidad Nacional de Rosario Instituto de Química de RosarioNational Institute of Alternative Technologies for Detection Toxicological Assessment and Removal of Micropollutants and Radioactive SubstancesGroup of Alternative Analytical Approaches Bioenergy Research Institute Institute of Chemistry São Paulo State UniversityUniversidade Estadual Paulista (UNESP)Instituto de Química de RosarioNational Institute of Alternative Technologies for Detection Toxicological Assessment and Removal of Micropollutants and Radioactive SubstancesSperança, Marco Aurelio [UNESP]Nascimento, Paloma Andrade Martins [UNESP]Olivieri, Alejandro CésarPereira, Fabíola Manhas Verbi [UNESP]2022-04-28T19:48:32Z2022-04-28T19:48:32Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1002/bbb.2336Biofuels, Bioproducts and Biorefining.1932-10311932-104Xhttp://hdl.handle.net/11449/22309810.1002/bbb.23362-s2.0-85121636488Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBiofuels, Bioproducts and Biorefininginfo:eu-repo/semantics/openAccess2022-04-28T19:48:32Zoai:repositorio.unesp.br:11449/223098Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T19:48:32Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
title XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
spellingShingle XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
Sperança, Marco Aurelio [UNESP]
chemometrics
clarification
sugarcane
sustainability
X-ray fluorescence
title_short XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
title_full XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
title_fullStr XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
title_full_unstemmed XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
title_sort XRF-based analytical methods for supporting sustainability in sugarcane biorefineries
author Sperança, Marco Aurelio [UNESP]
author_facet Sperança, Marco Aurelio [UNESP]
Nascimento, Paloma Andrade Martins [UNESP]
Olivieri, Alejandro César
Pereira, Fabíola Manhas Verbi [UNESP]
author_role author
author2 Nascimento, Paloma Andrade Martins [UNESP]
Olivieri, Alejandro César
Pereira, Fabíola Manhas Verbi [UNESP]
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Instituto de Química de Rosario
National Institute of Alternative Technologies for Detection Toxicological Assessment and Removal of Micropollutants and Radioactive Substances
dc.contributor.author.fl_str_mv Sperança, Marco Aurelio [UNESP]
Nascimento, Paloma Andrade Martins [UNESP]
Olivieri, Alejandro César
Pereira, Fabíola Manhas Verbi [UNESP]
dc.subject.por.fl_str_mv chemometrics
clarification
sugarcane
sustainability
X-ray fluorescence
topic chemometrics
clarification
sugarcane
sustainability
X-ray fluorescence
description There is a clear need for analytical methods able to evaluate impurities in sugarcane biorefineries. Impurities that may occur during sugar and ethanol production which involves a high content of starch, fructose, dextran and minerals. Another type of impurity comes from solid materials such as soil and the green or dry/brown leaves of the sugarcane plant. This study focused on the mineral content, which causes an increase in both cost and time, a loss of quality and a negative environmental impact, and may also hinder the crystallization process. The presently developed analytical methods demonstrate the possibility of using X-ray fluorescence-based techniques, even for complex samples like sugarcane juices. The exploratory analysis evidenced that X-ray fluorescence techniques can discriminate the sugarcane juices in different clarification stages. This report developed an analytical method by building up multivariate models based on partial least-squares regression. These models showed promising results in estimating the contents of Mg, P, S, K, Ca and Fe for all of the first seven clarification stages. For most elements, the relative prediction errors were <14%, with coefficients of determination >0.9083. The main achievement was the development of sustainable analytical methods to monitor mineral content in extracted juices from sugarcane during the clarification stages with reduced sample volume and fewer chemicals. © 2021 Society of Chemical Industry and John Wiley & Sons, Ltd.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
2022-04-28T19:48:32Z
2022-04-28T19:48:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1002/bbb.2336
Biofuels, Bioproducts and Biorefining.
1932-1031
1932-104X
http://hdl.handle.net/11449/223098
10.1002/bbb.2336
2-s2.0-85121636488
url http://dx.doi.org/10.1002/bbb.2336
http://hdl.handle.net/11449/223098
identifier_str_mv Biofuels, Bioproducts and Biorefining.
1932-1031
1932-104X
10.1002/bbb.2336
2-s2.0-85121636488
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Biofuels, Bioproducts and Biorefining
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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