Stochastic Modelling of Pilling Degree Changes During the Pilling Process of Wool Fabrics

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dc.authorscopusid56199516700
dc.authorscopusid57753098600
dc.authorscopusid36163036500
dc.authorwosidGultekin, Ozge Elmastas/AAG-7846-2021
dc.contributor.authorGultekin, Ozge Elmastas
dc.contributor.authorKilic, Asli
dc.contributor.authorKayseri, Gonca Ozcelik
dc.date.accessioned2023-01-12T20:15:20Z
dc.date.available2023-01-12T20:15:20Z
dc.date.issued2022
dc.departmentN/A/Departmenten_US
dc.description.abstractAs a fabric surface defect, pilling gives clothes an unpleasant appearance and is often characterized with small, complex clusters of fibers attaching to the surface of the garment caused by the fiber migration from yams to the fabric surface as the fabric rubs against itself, another fabric, or even the skin. In this study, a Markov chain model was built based on the pilling propensity of wool fabrics, evaluated with a scale ranging from 1 (severe pilling) to 5 (non-pilling). These degrees were defined as the state space of Markov chain. The numerical values of the transition probability matrix related to the pilling degrees were obtained by maximum likelihood estimation (MLE). Based on the matrix, it was intended to model the changes in the pilling process of woven wool fabrics. Furthermore, given that the fabric will eventually be in state 1, 2 or 3, accepted as unpleasant appearance; the conditional mean first passage times for any transient state to enter any recurrent state for the first time were determined.en_US
dc.identifier.doi10.32710/tekstilvekonfeksiyon.974026
dc.identifier.endpage76en_US
dc.identifier.issn1300-3356
dc.identifier.issn1300-3356en_US
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85132326726en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage65en_US
dc.identifier.urihttps://doi.org/10.32710/tekstilvekonfeksiyon.974026
dc.identifier.urihttps://hdl.handle.net/11454/78431
dc.identifier.volume32en_US
dc.identifier.wosWOS:000783751000007en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherEge Univen_US
dc.relation.ispartofTekstil Ve Konfeksiyonen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectWool fabricen_US
dc.subjectpilling processen_US
dc.subjectMarkov processesen_US
dc.subjectstochastic modellingen_US
dc.subjectmaximum likelihood estimationen_US
dc.subjectTransition Matrixen_US
dc.subjectTimeen_US
dc.subjectTendencyen_US
dc.subjectTextileen_US
dc.titleStochastic Modelling of Pilling Degree Changes During the Pilling Process of Wool Fabricsen_US
dc.typeArticleen_US

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