DESIGN OF DEMERIT CONTROL CHARTS WITH FUZZY C-MEANS CLUSTERING AND AN APPLICATION IN TEXTILE SECTOR

Hülya YILMAZ; Seda YANIK

doi:https://doi.org/10.32710/tekstilvekonfeksiyon.598582

Makale detayları

DESIGN OF DEMERIT CONTROL CHARTS WITH FUZZY C-MEANS CLUSTERING AND AN APPLICATION IN TEXTILE SECTOR

Yazarlar:

Hülya YILMAZ | Seda YANIK

Yayıncı:

Ege University

Ana Başlıklar:

Textiles

Dergi:

Textile and Apparel 2020 Vol.30 Issue 2, pp.117-125

Belge Tipi:

Makale

Yayın Tarihi:

6/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000650666

Sıklık:

Üç Aylık

eISSN:

2602-3075

pISSN:

1300-3356

DOI:

https://doi.org/10.32710/tekstilvekonfeksiyon.598582

Özet:

 



Companies use process control to detect and prevent defectrcts in production. One of the most commonly
used technique is control charts. To control multiple dimensions of quality on
one control chart, multivariable control charts, control charts for attributes
and demerit control charts are widely used. In this study, we use demerit
control charts to monitor multiple defect types and propose to employ fuzzy
c-means method to cluster the defect types based on pre-specified criteria. The
criteria are chosen to represent the severity of defect types and specified as:
(i) number of scraps, (ii) number of reworks and (iii) time of rework. In order
to test the proposed method, u and c attribute control charts and demerit
control charts for six instances in a textile company are used and compared. It
is observed that both the scrap and the repair rates are decreased when the
proposed method of demerit control chart is used.

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Makale detayları

DESIGN OF DEMERIT CONTROL CHARTS WITH FUZZY C-MEANS CLUSTERING AND AN APPLICATION IN TEXTILE SECTOR

Yazarlar: Hülya YILMAZ | Seda YANIK

Yayıncı: Ege University

Ana Başlıklar: Textiles

Dergi: Textile and Apparel 2020 Vol.30 Issue 2, pp.117-125

Belge Tipi: Makale

Yayın Tarihi: 6/2020

Belge Dili: İngilizce

Document ID (Org No.): 2000650666

Sıklık: Üç Aylık

eISSN: 2602-3075

pISSN: 1300-3356

DOI: https://doi.org/10.32710/tekstilvekonfeksiyon.598582

Sayı

Yazarlar:

Hülya YILMAZ | Seda YANIK

Yayıncı:

Ege University

Ana Başlıklar:

Textiles

Dergi:

Textile and Apparel 2020 Vol.30 Issue 2, pp.117-125

Belge Tipi:

Makale

Yayın Tarihi:

6/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000650666

Sıklık:

Üç Aylık

eISSN:

2602-3075

pISSN:

1300-3356

DOI:

https://doi.org/10.32710/tekstilvekonfeksiyon.598582