Analysis of cotton ring spun yarn diameter using regression and artificial neural network

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dc.authorscopusid6507467535
dc.authorscopusid55102823400
dc.authorwosidUnal, Pelin Gurkan/ABA-6570-2020
dc.authorwosidÜnal, Pelin Gürkan/ABF-8759-2020
dc.contributor.authorGürkan Ünal, Pelin
dc.contributor.authorÖzdil, Nilgün
dc.date.accessioned2022-05-11T14:27:01Z
dc.date.available2022-05-11T14:27:01Z
dc.date.issued2015
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Tekstil Mühendisliği Bölümü
dc.description.abstractYarn diameter is one of the most important properties that influence several properties of end products like cover factor, appearance and handle properties of the fabrics. In this study, it was aimed to analyse yarn diameter of cotton ring spun yarns with regard to the cotton fibre properties by using regression and artificial neural network models. Obtained equations and networks also compared with the yarn diameter of cotton ring spun yarns, which was developed by Peirce (1937). The results show that obtained regression equation gives good estimation of yarn diameter compared to Peirce's equation.
dc.identifier.endpage321
dc.identifier.issn1222-5347
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-84971378295
dc.identifier.scopusqualityQ3
dc.identifier.startpage317
dc.identifier.urihttps://hdl.handle.net/20.500.11776/6689
dc.identifier.volume66
dc.identifier.wosWOS:000368320000001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorGürkan Ünal, Pelin
dc.language.isoen
dc.publisherInst Natl Cercetare-Dezvoltare Textile Pielarie-Bucuresti
dc.relation.ispartofIndustria Textila
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectcotton ring spun yarns
dc.subjectyarn diameter
dc.subjectregression
dc.subjectartificial neural network
dc.subjectBreaking Elongation
dc.subjectTensile Properties
dc.subjectLinear-Regression
dc.subjectPrediction
dc.subjectModels
dc.titleAnalysis of cotton ring spun yarn diameter using regression and artificial neural network
dc.typeArticle

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