{ "article_id": 970, "public_id": "24465a18-5c15-4b95-bde3-1ec3e3a6d2af", "internal_identifier": null, "source_identifier": "40:30", "status": "published", "type": "research_article", "title": "Yapay Sinir Ağları ile Regüleli Cer Simülasyonu", "title_secondary": null, "abstract": "Cer makineleri tekstil sektöründe iplik imalatında kullanılan makinelerdendir. Cer makinesinin iplikhane içinde merkezi bir rolü vardır. İplik kalitesini olumlu yönde etkileyebilecek son makine olmasından dolayı burada giderilemeyen hatalar ipliğe ve dolayısıyla örme/dokuma kumaşa yansımaktadır. İşlem sırası olarak tarak makinesinden sonra gelen cer makinelerinin görevi dublaj (katlama) ile tarak makinesinden gelen şeritleri daha homojen hale getirmek, farklı hızlarda dönen çekim silindirleri yardımıyla gelen şeriti inceltmek ve istenilen numarada şerit elde etmek sayılabilir. Yapılan bu çalışmada yapay sinir ağı ile ileri beslemeli kontrol yapılarak cer makinesinden çıkan cer şeritlerinin istenilen numarada çıkması sağlanmıştır.", "language": "tr", "english_title": "Artificial Neural Networks and Regulated Drafting Simulation", "english_abstract": "Drawing machines are used in the textile industry for yarn manufacturing. The drawing machine plays a central role within the spinning mill. Because it is the final machine that can positively affect yarn quality, errors that cannot be corrected here are reflected in the yarn and consequently in the knitted/woven fabric. Following the carding machine in the process, the drawing machines' functions include doubling (folding) the sliver coming from the carding machine to make it more homogeneous, thinning the incoming sliver with the help of drawing rollers rotating at different speeds, and obtaining sliver of the desired count. In this study, feedforward control using an artificial neural network was performed to ensure that the drawing sliver coming out of the drawing machine is of the desired count.", "doi": null, "doi_url": null, "resource_url": "https://www.set-science.com/a/24465a18-5c15-4b95-bde3-1ec3e3a6d2af", "pdf_url": "https://www.set-science.com/a/24465a18-5c15-4b95-bde3-1ec3e3a6d2af/pdf", "og_image": "https://www.set-science.com/assets/img/og-card-v2.png", "authors": [ { "public_id": "6d50804b-7d13-4a7d-9e66-4a310bec553a", "given": "Lütfullah", "family": "Dağkurs", "full": "Lütfullah Dağkurs", "literal": null, "orcid": null, "orcid_url": null, "email": "lutfullah.dagkurs@gop.edu.tr", "corresponding": true, "sequence": "first", "affiliations": [ { "name": "Tokat Gaziosmanpaşa University", "department": null, "country": null, "country_code": null, "ror": null, "ror_url": null } ] }, { "public_id": "75427ba2-cfc8-4e03-8343-2549cdd3b03d", "given": "İsmail", "family": "İşeri", "full": "İsmail İşeri", "literal": null, "orcid": null, "orcid_url": null, "email": "lutfullah.dagkurs@gop.edu.tr", "corresponding": false, "sequence": "additional", "affiliations": [ { "name": "Ondokuz Mayıs University", "department": null, "country": null, "country_code": null, "ror": null, "ror_url": null } ] } ], "keywords": [], "translations": [ { "language": "en", "title": "Artificial Neural Networks and Regulated Drafting Simulation", "abstract": "Drawing machines are used in the textile industry for yarn manufacturing. The drawing machine plays a central role within the spinning mill. Because it is the final machine that can positively affect yarn quality, errors that cannot be corrected here are reflected in the yarn and consequently in the knitted/woven fabric. Following the carding machine in the process, the drawing machines' functions include doubling (folding) the sliver coming from the carding machine to make it more homogeneous, thinning the incoming sliver with the help of drawing rollers rotating at different speeds, and obtaining sliver of the desired count. In this study, feedforward control using an artificial neural network was performed to ensure that the drawing sliver coming out of the drawing machine is of the desired count.", "keywords": [ "Cer Makinesi, İleri Beslemeli Kontrol, Yapay Sinir Ağı" ] } ], "subjects": [], "subject_names": [], "published_date": "2019-08-19", "published_year": "2019", "received_date": null, "accepted_date": null, "volume": "7", "issue": null, "page_first": "256", "page_last": "258", "article_number": null, "conference": { "short_name": "ISAS2019-FDAS", "full_title": "3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture)", "name": "3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture)", "acronym": "ISAS2019-FDAS", "location": "Ankara, Türkiye", "start_date": "2019-04-19", "end_date": null, "public_id": "46e1894e-d8c3-4497-a0af-fc65583fe657" }, "proceedings": { "title": "3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture)", "series_title": null, "publisher": "SET Technology", "isbn": null, "eisbn": null, "issn": null, "eissn": null, "doi": null, "doi_prefix": null, "slug": "setsci-volume-7-2019-legacy-40", "public_id": "85fb66d3-5b5c-4726-872a-f16f1128c7ca", "url": "https://www.set-science.com/p/setsci-volume-7-2019-legacy-40" }, "license": { "name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/", "code": "CC-BY-4.0", "open_access": true }, "copyright": { "holder": "SET Technology", "year": "2019" }, "funding_statement": null, "funders": [], "references": [ { "order": 1, "raw": "Megep website.[online] Avaible:http://megep.meb.gov.tr/mte_program_modul/moduller_pdf/Cer%20Makinesi.pdf", "doi": null, "title": null, "authors": null, "source": null, "year": null, "volume": null, "pages": null }, { "order": 2, "raw": "RSB-D 50 Regüleli Cer Makinası ,Rieter Website. [Online].Available: http://www.rieter.com", "doi": null, "title": null, "authors": null, "source": null, "year": null, "volume": null, "pages": null }, { "order": 3, "raw": "Kontrolotomasyon website .[online].Avaible:https://kontrolotomasyon.fileswordpress.com/2015/09/kontrolorganc4b1_2kasc4b1m2015.pdf", "doi": null, "title": null, "authors": null, "source": null, "year": null, "volume": null, "pages": null }, { "order": 4, "raw": "E. Vardar , K. Kaplan , H.M. Ertunç,” NARMA L-2 Denetleyici ileTop Çubuk Kontrolü”, Koc. Üni. Fen Bil. Der., 1(2): (2018) 77˗83", "doi": null, "title": null, "authors": null, "source": null, "year": null, "volume": null, "pages": null } ], "statements": { "acknowledgements": null, "conflict_of_interest": null, "data_availability": null, "ai_disclosure": null }, "credit": [], "history": { "published": "2019-08-19" } }