dc.contributor.author | Namlıgöz, Eylen Sema | |
dc.contributor.author | Çoban, Süleyman | |
dc.contributor.author | Gürkan Ünal, Pelin | |
dc.date.accessioned | 2022-05-11T14:26:57Z | |
dc.date.available | 2022-05-11T14:26:57Z | |
dc.date.issued | 2011 | |
dc.identifier.issn | 1229-9197 | |
dc.identifier.issn | 1875-0052 | |
dc.identifier.uri | https://doi.org/10.1007/s12221-011-0414-8 | |
dc.identifier.uri | https://hdl.handle.net/20.500.11776/6664 | |
dc.description.abstract | In this study, in order to produce different water-oil repellent and wrinkle resistant fabrics, 21 different kinds of blended woven fabrics were treated (padded and transfered) with both classic and nano chemicals according to 4 different levels of concentrations. Afterwards, water, oil repellency and wrinkle angle recovery properties of the fabrics were measured. The purpose of this study is to predict these aforementioned functional properties of the fabrics before manufacturing based on the fabric blend, treatment method, used chemicals and chemical concentrations with the help of multi layer perceptron, one of the most popular network architecture. As a result of the study, it can be concluded that multi layer perceptron method can also be used for the classification problems successfully. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Korean Fiber Soc | en_US |
dc.identifier.doi | 10.1007/s12221-011-0414-8 | |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Finishing | en_US |
dc.subject | Fabric | en_US |
dc.subject | Classification | en_US |
dc.subject | Multi layer perceptron | en_US |
dc.subject | Linear-Regression Models | en_US |
dc.subject | Spun Yarn Properties | en_US |
dc.subject | Breaking Elongation | en_US |
dc.subject | Strength | en_US |
dc.subject | Fabrics | en_US |
dc.title | Prediction of Various Functional Finishing Treatments Using Artificial Neural Networks | en_US |
dc.type | article | en_US |
dc.relation.ispartof | Fibers and Polymers | en_US |
dc.department | Fakülteler, Çorlu Mühendislik Fakültesi, Tekstil Mühendisliği Bölümü | en_US |
dc.authorid | 0000-0002-2463-6885 | |
dc.authorid | 0000-0001-8141-5627 | |
dc.identifier.volume | 12 | en_US |
dc.identifier.issue | 3 | en_US |
dc.identifier.startpage | 414 | en_US |
dc.identifier.endpage | 421 | en_US |
dc.institutionauthor | Gürkan Ünal, Pelin | |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.authorscopusid | 23489986400 | |
dc.authorscopusid | 24502872900 | |
dc.authorscopusid | 55102823400 | |
dc.authorwosid | Ünal, Pelin Gürkan/ABF-8759-2020 | |
dc.authorwosid | Dalbaşı, Eylen Sema/AAA-5102-2021 | |
dc.authorwosid | Unal, Pelin Gurkan/ABA-6570-2020 | |
dc.identifier.wos | WOS:000290739500019 | en_US |
dc.identifier.scopus | 2-s2.0-79958060663 | en_US |