Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy

Detalhes bibliográficos
Autor(a) principal: Andrade, Carlos Rogério
Data de Publicação: 2015
Outros Autores: Trugilho, Paulo Fernando, Napoli, Alfredo, Vieira, Renato da Silva, Lima, José Tarcísio, Sousa, Leonardo Chagas de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/14431
Resumo: Mechanical properties studies of wood usually involve destructive wood assessments, with time-consuming tests that use large amounts of resource (wood). Although this is not a limiting factor, it could be attenuated by the use of a nondestructive technique known as near infrared spectroscopy (NIRS). This technique has been applied to evaluate compounds containing C-H, N-H, S-H or O-H bonds, and involves quick analyses and can be applied to process control tasks. The objective of this work is to use the NIRS technique to obtain calibrations for mechanical properties of Eucalyptus sp. wood. A natural E. urophylla hybrid at age 7 was used as obtained from V&M Florestal crops. Spectra were measured directly in solid wood (radial, tangential and transverse faces) and in ground wood, in diffuse reflectance mode, using a Bruker spectrometer in the 800 to 1,500 nm range. The NIRS technique proved suitable to estimate modulus of elasticity in solid wood, with values r=0.91 and RPD=2.6, and in ground wood, with values r=0.87 and RPD=2.0. Modulus of rupture and compressive strength presented r values below 0.9. First and second derivative pretreatments provided a slight increase in correlation values for the properties in question. Calibrations for different plank faces did not present a defined variation pattern. Solid wood and ground wood presented similar correlation values for all properties.
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spelling Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopyEstimativa de propriedades mecânicas da madeira de Eucalyptus urophylla usando a espectroscopia no infravermelho próximoNIRSEucalyptusCharacteristicsNear infrared spectroscopyEspectroscopia no infravermelho próximoEucaliptoCaracterísticasMechanical properties studies of wood usually involve destructive wood assessments, with time-consuming tests that use large amounts of resource (wood). Although this is not a limiting factor, it could be attenuated by the use of a nondestructive technique known as near infrared spectroscopy (NIRS). This technique has been applied to evaluate compounds containing C-H, N-H, S-H or O-H bonds, and involves quick analyses and can be applied to process control tasks. The objective of this work is to use the NIRS technique to obtain calibrations for mechanical properties of Eucalyptus sp. wood. A natural E. urophylla hybrid at age 7 was used as obtained from V&M Florestal crops. Spectra were measured directly in solid wood (radial, tangential and transverse faces) and in ground wood, in diffuse reflectance mode, using a Bruker spectrometer in the 800 to 1,500 nm range. The NIRS technique proved suitable to estimate modulus of elasticity in solid wood, with values r=0.91 and RPD=2.6, and in ground wood, with values r=0.87 and RPD=2.0. Modulus of rupture and compressive strength presented r values below 0.9. First and second derivative pretreatments provided a slight increase in correlation values for the properties in question. Calibrations for different plank faces did not present a defined variation pattern. Solid wood and ground wood presented similar correlation values for all properties.O estudo das propriedades mecânicas da madeira comumente é realizado por meio de uma avaliação destrutiva na madeira demandando um extenso tempo para realização dos testes e com grande uso de recursos (madeira). Esse fator, embora não seja limitante para a realização dos ensaios poderia ser amenizado com o uso de uma técnica não-destrutiva como a espectroscopia no infravermelho próximo (NIRS). Essa técnica vem sendo aplicada na avaliação de compostos que contenham ligações C-H, N-H, S-H ou O-H, apresenta rapidez nas análises e pode ser aplicada no controle de processos. O objetivo, neste trabalho, foi utilizar a técnica NIRS para obter calibrações para as propriedades mecânicas da madeira de Eucalyptus sp. Foi utilizado um híbrido natural de E. urophylla com 7 anos, da empresa V&M Florestal. Os espectros foram medidos diretamente sobre madeira sólida (faces radial, tangencial e transversal) e moída, em modo de reflexão difusa, utilizando-se um espectrômetro Bruker na gama de 800 a 1500 nm. A técnica NIRS se mostrou adequada para estimar o módulo de elasticidade obtido na madeira sólida com r = 0,91 e RPD = 2,6 e moída com r = 0,87 e RPD=2,0. O módulo de ruptura e a resistência a compressão apresentaram r abaixo de 0,9. Os prétratamentos de primeira e segunda derivada proporcionaram um ligeiro aumento nos valores das correlações para as propriedades analisadas. Calibrações para as diferentes faces da madeira não apresentaram padrão de variação definido. Madeira sólida e moída apresentaram valores de correlação semelhantes para todas as propriedades.Universidade Federal de Lavras (UFLA)2015-05-142017-08-01T20:14:39Z2017-08-01T20:14:39Z2017-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfANDRADE, C. R. et al. Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy. CERNE, Lavras, v. 16, n. 3, p. 291-298, jul./set. 2010.http://repositorio.ufla.br/jspui/handle/1/144312317-63420104-7760reponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttp://www.cerne.ufla.br/site/index.php/CERNE/article/view/133/106Attribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessAndrade, Carlos RogérioTrugilho, Paulo FernandoNapoli, AlfredoVieira, Renato da SilvaLima, José TarcísioSousa, Leonardo Chagas de2021-05-01T23:13:59Zoai:localhost:1/14431Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2021-05-01T23:13:59Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
Estimativa de propriedades mecânicas da madeira de Eucalyptus urophylla usando a espectroscopia no infravermelho próximo
title Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
spellingShingle Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
Andrade, Carlos Rogério
NIRS
Eucalyptus
Characteristics
Near infrared spectroscopy
Espectroscopia no infravermelho próximo
Eucalipto
Características
title_short Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
title_full Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
title_fullStr Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
title_full_unstemmed Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
title_sort Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy
author Andrade, Carlos Rogério
author_facet Andrade, Carlos Rogério
Trugilho, Paulo Fernando
Napoli, Alfredo
Vieira, Renato da Silva
Lima, José Tarcísio
Sousa, Leonardo Chagas de
author_role author
author2 Trugilho, Paulo Fernando
Napoli, Alfredo
Vieira, Renato da Silva
Lima, José Tarcísio
Sousa, Leonardo Chagas de
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Andrade, Carlos Rogério
Trugilho, Paulo Fernando
Napoli, Alfredo
Vieira, Renato da Silva
Lima, José Tarcísio
Sousa, Leonardo Chagas de
dc.subject.por.fl_str_mv NIRS
Eucalyptus
Characteristics
Near infrared spectroscopy
Espectroscopia no infravermelho próximo
Eucalipto
Características
topic NIRS
Eucalyptus
Characteristics
Near infrared spectroscopy
Espectroscopia no infravermelho próximo
Eucalipto
Características
description Mechanical properties studies of wood usually involve destructive wood assessments, with time-consuming tests that use large amounts of resource (wood). Although this is not a limiting factor, it could be attenuated by the use of a nondestructive technique known as near infrared spectroscopy (NIRS). This technique has been applied to evaluate compounds containing C-H, N-H, S-H or O-H bonds, and involves quick analyses and can be applied to process control tasks. The objective of this work is to use the NIRS technique to obtain calibrations for mechanical properties of Eucalyptus sp. wood. A natural E. urophylla hybrid at age 7 was used as obtained from V&M Florestal crops. Spectra were measured directly in solid wood (radial, tangential and transverse faces) and in ground wood, in diffuse reflectance mode, using a Bruker spectrometer in the 800 to 1,500 nm range. The NIRS technique proved suitable to estimate modulus of elasticity in solid wood, with values r=0.91 and RPD=2.6, and in ground wood, with values r=0.87 and RPD=2.0. Modulus of rupture and compressive strength presented r values below 0.9. First and second derivative pretreatments provided a slight increase in correlation values for the properties in question. Calibrations for different plank faces did not present a defined variation pattern. Solid wood and ground wood presented similar correlation values for all properties.
publishDate 2015
dc.date.none.fl_str_mv 2015-05-14
2017-08-01T20:14:39Z
2017-08-01T20:14:39Z
2017-08-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv ANDRADE, C. R. et al. Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy. CERNE, Lavras, v. 16, n. 3, p. 291-298, jul./set. 2010.
http://repositorio.ufla.br/jspui/handle/1/14431
identifier_str_mv ANDRADE, C. R. et al. Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy. CERNE, Lavras, v. 16, n. 3, p. 291-298, jul./set. 2010.
url http://repositorio.ufla.br/jspui/handle/1/14431
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.cerne.ufla.br/site/index.php/CERNE/article/view/133/106
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
dc.source.none.fl_str_mv 2317-6342
0104-7760
reponame:Repositório Institucional da UFLA
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instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
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