Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier

In 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 ºC 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...

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Autores principales:	Fatih Yapıcı, Dündar Ulucan
Formato:	article
Lenguaje:	EN
Publicado:	University of Zagreb, Faculty of Forestry and Wood Technology 2012
Materias:	wood heat treatment fuzzy logic classifier modulus of rupture modulus of elasticity Forestry SD1-669.5
Acceso en línea:	https://doaj.org/article/ebeb708303014ff1b4090308023a7f9b
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id	oai:doaj.org-article:ebeb708303014ff1b4090308023a7f9b
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spelling	oai:doaj.org-article:ebeb708303014ff1b4090308023a7f9b2021-12-02T03:28:20ZRupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier0012-67721847-1153https://doaj.org/article/ebeb708303014ff1b4090308023a7f9b2012-03-01T00:00:00Zhttp://hrcak.srce.hr/file/116750https://doaj.org/toc/0012-6772https://doaj.org/toc/1847-1153In 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 ºC 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.Fatih YapıcıDündar UlucanUniversity of Zagreb, Faculty of Forestry and Wood Technologyarticlewoodheat treatmentfuzzy logic classifiermodulus of rupturemodulus of elasticityForestrySD1-669.5ENDrvna Industrija, Vol 63, Iss 1, Pp 37-43 (2012)
institution	DOAJ
collection	DOAJ
language	EN
topic	wood heat treatment fuzzy logic classifier modulus of rupture modulus of elasticity Forestry SD1-669.5
spellingShingle	wood heat treatment fuzzy logic classifier modulus of rupture modulus of elasticity Forestry SD1-669.5 Fatih Yapıcı Dündar Ulucan Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
description	In 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 ºC 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.
format	article
author	Fatih Yapıcı Dündar Ulucan
author_facet	Fatih Yapıcı Dündar Ulucan
author_sort	Fatih Yapıcı
title	Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
title_short	Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
title_full	Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
title_fullStr	Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
title_full_unstemmed	Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier
title_sort	rupture and modulus of elasticity of heat treated anatolian chestnut (castanea sativa) wood by fuzzy logic classifier
publisher	University of Zagreb, Faculty of Forestry and Wood Technology
publishDate	2012
url	https://doaj.org/article/ebeb708303014ff1b4090308023a7f9b
work_keys_str_mv	AT fatihyapıcı ruptureandmodulusofelasticityofheattreatedanatolianchestnutcastaneasativawoodbyfuzzylogicclassifier AT dundarulucan ruptureandmodulusofelasticityofheattreatedanatolianchestnutcastaneasativawoodbyfuzzylogicclassifier
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Rupture and Modulus of Elasticity of Heat Treated Anatolian Chestnut (Castanea Sativa) Wood by Fuzzy Logic Classifier

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