Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response

In the European Union, timber is used in structural applications and must be graded with a Conformité Européene (CE) mark. To achieve standard, machine strength grading is used. A common technology for these machines is based on using the vibrational response of each wood board to estimate the timber modulus of elasticity and modulus of rupture. The first Eigen frequency is usually used to predict these mechanical properties. However, in heterogeneous wood species such as oak, this parameter is less correlated with mechanical properties. The current study proposes two new methods based on an extended exploitation of the vibrational response that predicts oak wood mechanical properties. The first method was based on the mechanical parameters deduced from several Eigen frequencies that were chosen with regards to a stepwise regression. The second method was based on the full vibrational spectrum and used a partial least squares method. The first method slightly improved the prediction of the modulus of elasticity compared with the first Eigen frequency in edgewise transversal vibration. Both methods significantly improved the prediction of the modulus of rupture.

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Main Authors: Faydi, Younes, Brancheriau, Loïc, Pot, Guillaume, Collet, Robert
Format: article biblioteca
Language:eng
Subjects:K50 - Technologie des produits forestiers, U30 - Méthodes de recherche, Quercus petraea, Quercus robur, vibration, acoustique, propriété mécanique, propriété technologique, testage non destructif, méthode alternative, propriété physicochimique, http://aims.fao.org/aos/agrovoc/c_24692, http://aims.fao.org/aos/agrovoc/c_15794, http://aims.fao.org/aos/agrovoc/c_8211, http://aims.fao.org/aos/agrovoc/c_49911, http://aims.fao.org/aos/agrovoc/c_4683, http://aims.fao.org/aos/agrovoc/c_2572, http://aims.fao.org/aos/agrovoc/c_37470, http://aims.fao.org/aos/agrovoc/c_36555, http://aims.fao.org/aos/agrovoc/c_1521,
Online Access:http://agritrop.cirad.fr/584869/
http://agritrop.cirad.fr/584869/1/2017_Faydi_BioRes_V12_N3.pdf
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spelling dig-cirad-fr-5848692024-01-29T00:24:35Z http://agritrop.cirad.fr/584869/ http://agritrop.cirad.fr/584869/ Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response. Faydi Younes, Brancheriau Loïc, Pot Guillaume, Collet Robert. 2017. BioResources, 12 (3) : 5913-5927.https://doi.org/10.15376/biores.12.3.5913-5927 <https://doi.org/10.15376/biores.12.3.5913-5927> Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response Faydi, Younes Brancheriau, Loïc Pot, Guillaume Collet, Robert eng 2017 BioResources K50 - Technologie des produits forestiers U30 - Méthodes de recherche Quercus petraea Quercus robur vibration acoustique propriété mécanique propriété technologique testage non destructif méthode alternative propriété physicochimique http://aims.fao.org/aos/agrovoc/c_24692 http://aims.fao.org/aos/agrovoc/c_15794 http://aims.fao.org/aos/agrovoc/c_8211 http://aims.fao.org/aos/agrovoc/c_49911 http://aims.fao.org/aos/agrovoc/c_4683 http://aims.fao.org/aos/agrovoc/c_2572 http://aims.fao.org/aos/agrovoc/c_37470 http://aims.fao.org/aos/agrovoc/c_36555 http://aims.fao.org/aos/agrovoc/c_1521 In the European Union, timber is used in structural applications and must be graded with a Conformité Européene (CE) mark. To achieve standard, machine strength grading is used. A common technology for these machines is based on using the vibrational response of each wood board to estimate the timber modulus of elasticity and modulus of rupture. The first Eigen frequency is usually used to predict these mechanical properties. However, in heterogeneous wood species such as oak, this parameter is less correlated with mechanical properties. The current study proposes two new methods based on an extended exploitation of the vibrational response that predicts oak wood mechanical properties. The first method was based on the mechanical parameters deduced from several Eigen frequencies that were chosen with regards to a stepwise regression. The second method was based on the full vibrational spectrum and used a partial least squares method. The first method slightly improved the prediction of the modulus of elasticity compared with the first Eigen frequency in edgewise transversal vibration. Both methods significantly improved the prediction of the modulus of rupture. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/584869/1/2017_Faydi_BioRes_V12_N3.pdf text Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.15376/biores.12.3.5913-5927 10.15376/biores.12.3.5913-5927 info:eu-repo/semantics/altIdentifier/doi/10.15376/biores.12.3.5913-5927 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.15376/biores.12.3.5913-5927 info:eu-repo/semantics/reference/purl/http://www.bioresourcesjournal.com/
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
Quercus petraea
Quercus robur
vibration
acoustique
propriété mécanique
propriété technologique
testage non destructif
méthode alternative
propriété physicochimique
http://aims.fao.org/aos/agrovoc/c_24692
http://aims.fao.org/aos/agrovoc/c_15794
http://aims.fao.org/aos/agrovoc/c_8211
http://aims.fao.org/aos/agrovoc/c_49911
http://aims.fao.org/aos/agrovoc/c_4683
http://aims.fao.org/aos/agrovoc/c_2572
http://aims.fao.org/aos/agrovoc/c_37470
http://aims.fao.org/aos/agrovoc/c_36555
http://aims.fao.org/aos/agrovoc/c_1521
K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
Quercus petraea
Quercus robur
vibration
acoustique
propriété mécanique
propriété technologique
testage non destructif
méthode alternative
propriété physicochimique
http://aims.fao.org/aos/agrovoc/c_24692
http://aims.fao.org/aos/agrovoc/c_15794
http://aims.fao.org/aos/agrovoc/c_8211
http://aims.fao.org/aos/agrovoc/c_49911
http://aims.fao.org/aos/agrovoc/c_4683
http://aims.fao.org/aos/agrovoc/c_2572
http://aims.fao.org/aos/agrovoc/c_37470
http://aims.fao.org/aos/agrovoc/c_36555
http://aims.fao.org/aos/agrovoc/c_1521
spellingShingle K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
Quercus petraea
Quercus robur
vibration
acoustique
propriété mécanique
propriété technologique
testage non destructif
méthode alternative
propriété physicochimique
http://aims.fao.org/aos/agrovoc/c_24692
http://aims.fao.org/aos/agrovoc/c_15794
http://aims.fao.org/aos/agrovoc/c_8211
http://aims.fao.org/aos/agrovoc/c_49911
http://aims.fao.org/aos/agrovoc/c_4683
http://aims.fao.org/aos/agrovoc/c_2572
http://aims.fao.org/aos/agrovoc/c_37470
http://aims.fao.org/aos/agrovoc/c_36555
http://aims.fao.org/aos/agrovoc/c_1521
K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
Quercus petraea
Quercus robur
vibration
acoustique
propriété mécanique
propriété technologique
testage non destructif
méthode alternative
propriété physicochimique
http://aims.fao.org/aos/agrovoc/c_24692
http://aims.fao.org/aos/agrovoc/c_15794
http://aims.fao.org/aos/agrovoc/c_8211
http://aims.fao.org/aos/agrovoc/c_49911
http://aims.fao.org/aos/agrovoc/c_4683
http://aims.fao.org/aos/agrovoc/c_2572
http://aims.fao.org/aos/agrovoc/c_37470
http://aims.fao.org/aos/agrovoc/c_36555
http://aims.fao.org/aos/agrovoc/c_1521
Faydi, Younes
Brancheriau, Loïc
Pot, Guillaume
Collet, Robert
Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
description In the European Union, timber is used in structural applications and must be graded with a Conformité Européene (CE) mark. To achieve standard, machine strength grading is used. A common technology for these machines is based on using the vibrational response of each wood board to estimate the timber modulus of elasticity and modulus of rupture. The first Eigen frequency is usually used to predict these mechanical properties. However, in heterogeneous wood species such as oak, this parameter is less correlated with mechanical properties. The current study proposes two new methods based on an extended exploitation of the vibrational response that predicts oak wood mechanical properties. The first method was based on the mechanical parameters deduced from several Eigen frequencies that were chosen with regards to a stepwise regression. The second method was based on the full vibrational spectrum and used a partial least squares method. The first method slightly improved the prediction of the modulus of elasticity compared with the first Eigen frequency in edgewise transversal vibration. Both methods significantly improved the prediction of the modulus of rupture.
format article
topic_facet K50 - Technologie des produits forestiers
U30 - Méthodes de recherche
Quercus petraea
Quercus robur
vibration
acoustique
propriété mécanique
propriété technologique
testage non destructif
méthode alternative
propriété physicochimique
http://aims.fao.org/aos/agrovoc/c_24692
http://aims.fao.org/aos/agrovoc/c_15794
http://aims.fao.org/aos/agrovoc/c_8211
http://aims.fao.org/aos/agrovoc/c_49911
http://aims.fao.org/aos/agrovoc/c_4683
http://aims.fao.org/aos/agrovoc/c_2572
http://aims.fao.org/aos/agrovoc/c_37470
http://aims.fao.org/aos/agrovoc/c_36555
http://aims.fao.org/aos/agrovoc/c_1521
author Faydi, Younes
Brancheriau, Loïc
Pot, Guillaume
Collet, Robert
author_facet Faydi, Younes
Brancheriau, Loïc
Pot, Guillaume
Collet, Robert
author_sort Faydi, Younes
title Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
title_short Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
title_full Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
title_fullStr Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
title_full_unstemmed Prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
title_sort prediction of oak wood mechanical properties based on statistical exploitation of vibrational response
url http://agritrop.cirad.fr/584869/
http://agritrop.cirad.fr/584869/1/2017_Faydi_BioRes_V12_N3.pdf
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AT brancheriauloic predictionofoakwoodmechanicalpropertiesbasedonstatisticalexploitationofvibrationalresponse
AT potguillaume predictionofoakwoodmechanicalpropertiesbasedonstatisticalexploitationofvibrationalresponse
AT colletrobert predictionofoakwoodmechanicalpropertiesbasedonstatisticalexploitationofvibrationalresponse
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