Quality assessment of heat-treated wood by NIR spectroscopy

Detalhes bibliográficos
Autor(a) principal: Esteves, Bruno
Data de Publicação: 2008
Outros Autores: Pereira, Helena
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.19/6655
Resumo: NIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extrac- tives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination ( R2 ) for cross validation ranging from 96– 98%. The models obtained for wood properties were in gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characteri- zation of heat treated woods.
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spelling Quality assessment of heat-treated wood by NIR spectroscopyDimensional StabilityEquilibrium Moisture ContentWood PropertyNear Infrared SpectroscopyPinus PinasteNIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extrac- tives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination ( R2 ) for cross validation ranging from 96– 98%. The models obtained for wood properties were in gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characteri- zation of heat treated woods.Untersucht wurde die Mo ̈ glichkeit, die Eigenschaften von wa ̈rmebehandeltem Kiefern- (Pinus pi- naster) und Eukalyptusholz (Eucalyptus globulus) mit Hilfe von NIR-Spektroskopie zu bestimmen. Dabei wurde das Holz auf zwei verschiedene Arten wa ̈rmebehandelt, im Ofen und im Autoklaven. Masseverlust, Gleichgewichts- feuchte, Dimensionsstabilita ̈t, Elastizita ̈tsmodul, Biegefe- stigkeit, CIELAB Farbparameter und Extraktstoffgehalt wurden bestimmt. Die NIR-Spektren wurden mit einer Fasersonde auf der radialen Oberfla ̈che der Pru ̈fko ̈rper er- mittelt. NIR-Modelle zur Bestimmung des Masseverlusts ergaben ein sehr hohes Bestimmtheitsmaß (R2) von 96– 98%. Die fu ̈r die Holzeigenschaften ermittelten Modelle waren generell gut. Das Bestimmtheitsmaß fu ̈r die Gleich- gewichtsfeuchte lag zwischen 78–95%, fu ̈r die Dimensi- onsstabilita ̈t zwischen 53–78%, fu ̈r den Elastizita ̈tsmodul zwischen 47–89%, fu ̈r die Biegefestigkeit zwischen 75– 77% und fu ̈ r die Farbparameter L , a∗ und b∗ zwischen 84–99%, 52–96% sowie 66–98%. Das Bestimmtheitsmaß fu ̈r den Extraktstoffgehalt von Kiefernholz schwankte zwi- schen 41,9–79,8% und das von Eukalyptusholz zwischen 35,3–82,2%. Die NIR-Spektroskopie erwies sich somit als ein gut geeignetes Verfahren zur Qualita ̈tskontrolle und Be- urteilung von wa ̈rmebehandeltem Holz.Repositório Científico do Instituto Politécnico de ViseuEsteves, BrunoPereira, Helena2021-03-04T18:10:08Z2008-072021-03-04T15:48:56Z2008-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.19/6655engEsteves, B., Pereira, H. Quality assessment of heat-treated wood by NIR spectroscopy . Holz Roh Werkst 66, 323–332 (2008). https://doi.org/10.1007/s00107-008-0262-40018-3768cv-prod-156821410.1007/s00107-008-0262-42-s2.0-52649090776info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-01-16T15:28:53Zoai:repositorio.ipv.pt:10400.19/6655Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:44:29.828978Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Quality assessment of heat-treated wood by NIR spectroscopy
title Quality assessment of heat-treated wood by NIR spectroscopy
spellingShingle Quality assessment of heat-treated wood by NIR spectroscopy
Esteves, Bruno
Dimensional Stability
Equilibrium Moisture Content
Wood Property
Near Infrared Spectroscopy
Pinus Pinaste
title_short Quality assessment of heat-treated wood by NIR spectroscopy
title_full Quality assessment of heat-treated wood by NIR spectroscopy
title_fullStr Quality assessment of heat-treated wood by NIR spectroscopy
title_full_unstemmed Quality assessment of heat-treated wood by NIR spectroscopy
title_sort Quality assessment of heat-treated wood by NIR spectroscopy
author Esteves, Bruno
author_facet Esteves, Bruno
Pereira, Helena
author_role author
author2 Pereira, Helena
author2_role author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico de Viseu
dc.contributor.author.fl_str_mv Esteves, Bruno
Pereira, Helena
dc.subject.por.fl_str_mv Dimensional Stability
Equilibrium Moisture Content
Wood Property
Near Infrared Spectroscopy
Pinus Pinaste
topic Dimensional Stability
Equilibrium Moisture Content
Wood Property
Near Infrared Spectroscopy
Pinus Pinaste
description NIR spectroscopy was tested for predicting the properties of heat treated wood using pine (Pinus pinaster) and eucalypt (Eucalyptus globulus) woods with two types of treatment: in oven and in a steam autoclave. Mass loss, equilibrium moisture content, dimensional stability, MOE, bending strength, colour CIELAB parameters and extrac- tives content were determined. NIR spectra were obtained using a fibre probe on the radial surface of the samples. NIR models for mass loss showed very high coefficients of determination ( R2 ) for cross validation ranging from 96– 98%. The models obtained for wood properties were in gen- eral good with coefficients of determination ranging from 78–95% for equilibrium moisture content, 53–78% for di- mensional stability, 47–89% for MOE, 75–77% for bending strength and 84–99%, 52–96% and 66–98% for colour pa- rameters L, a∗ and b∗, respectively. R2 of the models for extractive content varied between 41.9–79.8% for pine and between 35.3–82.2% for eucalypt wood. NIR spectroscopy showed a good potential for quality control and characteri- zation of heat treated woods.
publishDate 2008
dc.date.none.fl_str_mv 2008-07
2008-07-01T00:00:00Z
2021-03-04T18:10:08Z
2021-03-04T15:48:56Z
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://hdl.handle.net/10400.19/6655
url http://hdl.handle.net/10400.19/6655
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Esteves, B., Pereira, H. Quality assessment of heat-treated wood by NIR spectroscopy . Holz Roh Werkst 66, 323–332 (2008). https://doi.org/10.1007/s00107-008-0262-4
0018-3768
cv-prod-1568214
10.1007/s00107-008-0262-4
2-s2.0-52649090776
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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