[사] The Effect of Fiber Properties on the Characteristics of Spliced Yarns: Part II: Prediction of Retained Spliced Diameter 출판일 : 2010.10.01 저자 : Pelin Gürkan Ünal, Cihat Arikan, Nilgün Özdil, Cankut Taşkin 서지사항 : Textile Research Journal, Volume 80, Issue 17, 1751 페이지 등록일 : 2011.03.16 I 조회수 : 81 작성자 : admin |
The objective of the second part of the study is to investigate the retained spliced diameter
with regard to splicing parameters and fiber and yarn properties. In order to analyze the
effects of the fiber and yarn properties on the retained spliced diameter of ring spun cotton
yarns, the yarns were produced from eight different cotton types in three yarn counts (29.5,
19.7 and 14.8 tex) and three different twist coefficients (αtex 3653, α tex 4038, αtex 4423). To
investigate the effects of splicing parameters on the retained spliced diameter, opening air
pressure, splicing air pressure and splicing air time were set according to an orthogonal
experimental design. The retained spliced diameter was calculated and predicted by using
an artificial neural network (ANN) and response surface methods. Analyses showed that
ANN models are more powerful compared with response surface models in predicting the
retained spliced diameter of ring spun cotton yarns.
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