Prediction of modulus of rupture and modulus of elasticity of heat treated anatolian chestnut (Castanea sativa) wood by fuzzy logic classifier

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dc.contributor.authorYapici, F.
dc.contributor.authorUlucan, D.
dc.date.accessioned2024-09-29T16:22:13Z
dc.date.available2024-09-29T16:22:13Z
dc.date.issued2012
dc.departmentKarabük Üniversitesien_US
dc.description.abstractIn this study, test samples prepared from Anatolian chestnut (Castanea sativa) wood were first exposed to heat treatment at 130, 145, 160, 175, 190 and 205 °C for 3, 6, 9 and 12 hours. Then the values of the samples of the modulus of rupture (MOR) and modulus of elasticity (MOE) were determined and evaluated by multiple variance analysis. The aim of this study was to establish the effects of heat treatment on the MOR and MOE values of wood samples by using fuzzy logic classifier. Secondly, input and output values and rule base of the fuzzy logic classifier model were built by using the results obtained from the experiment. The developed fuzzy classifier model could predict the MOR and MOE values of test samples at the accuracy levels of 92.64% and 90.35%, respectively. The model could be especially employed in manufacturing stages of timber industry.en_US
dc.identifier.endpage43en_US
dc.identifier.issn0012-6772
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84858735647en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage37en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9894
dc.identifier.volume63en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherJournal Drvna Industrijaen_US
dc.relation.ispartofDrvna Industrijaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy logic classifieren_US
dc.subjectHeat treatmenten_US
dc.subjectModulus of elasticityen_US
dc.subjectModulus of ruptureen_US
dc.subjectWooden_US
dc.titlePrediction of modulus of rupture and modulus of elasticity of heat treated anatolian chestnut (Castanea sativa) wood by fuzzy logic classifieren_US
dc.title.alternativePredvi?anje modula loma i modula elasti?nosti toplinski obra?enog drva anatolskog kestena (Castanea sativa) modelom razvrstavanja fuzzy logikomen_US
dc.typeArticleen_US

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