Experimental investigation and prediction of bonding strength of Oriental beech (Fagus orientalis Lipsky) bonded with polyvinyl acetate adhesive

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dc.contributor.authorTiryaki, Sebahattin
dc.contributor.authorBardak, Selahattin
dc.contributor.authorBardak, Timuçin
dc.date.accessioned2021-09-22T06:30:03Z
dc.date.available2021-09-22T06:30:03Z
dc.date.issued2015
dc.departmentAÇÜ, Orman Fakültesi, Orman Mühendisliği Bölümüen_US
dc.description.abstractAdhesive bond strength of solid wood plays a key role in the efficient use of wood in a large number of engineering applications. In this study, the effects of amount of adhesive, pressing pressure, and pressing time on bonding strength of beech wood bonded with polyvinyl acetate adhesive were investigated and predicted by developing an artificial neural network (ANN) model. Experimental results have showed that bonding strength of wood samples increased generally by increasing amount of adhesive, pressing pressure, and pressing time. Besides, ANN analysis has yielded highly satisfactory results. The designed neural network model allows predicting the bonding strength of wood samples with mean absolute percentage error of 2.454% and correlation coefficient of 97.8% for testing phase. It is clear from the results that the model has a good learning and generalization ability. This model therefore can be used to predict bonding strength of beech samples bonded with polyvinyl acetate adhesive under given conditions. Consequently, this study provides beneficial insights for practitioners in terms of the safe and efficient use of wood as an engineering material in applications related to the strength of the bond between wood and adhesive.
dc.identifier.citationTiryaki, S., Bardak, S., & Bardak, T. (2015). Experimental investigation and prediction of bonding strength of Oriental beech (Fagus orientalis Lipsky) bonded with polyvinyl acetate adhesive. Journal of Adhesion Science and Technology, 29(23), 2521-2536.en_US
dc.identifier.doi10.1080/01694243.2015.1072989
dc.identifier.endpage2536en_US
dc.identifier.issue23en_US
dc.identifier.scopusqualityQ2
dc.identifier.startpage2521en_US
dc.identifier.urihttps://hdl.handle.net/11494/3451
dc.identifier.volume29en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorBardak, Selahattin
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofJournal Of Adhesion Science And Technology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAdhesiveen_US
dc.subjectBeech wooden_US
dc.subjectBonding strengthen_US
dc.subjectNeural networken_US
dc.subjectPredictionen_US
dc.subjectPolyvinyl acetateen_US
dc.titleExperimental investigation and prediction of bonding strength of Oriental beech (Fagus orientalis Lipsky) bonded with polyvinyl acetate adhesiveen_US
dc.typeArticle

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