Evaluating the Pull-Out Force of Pile Yarn in Terry Fabrics by Using Linear Regression
D.Najafzadeh,M.Shanbeh, , S.A.HoseiniAbstract
This investigation concerns the estimation of pull out force of loop pile of terry towels as a important parameter which could determine the quality and serviceability of terry towels, using multiple linear regression algorithm. The input parameters of regression models was count of pile yarn, count of weft yarn, weft density, and the kind of raw material of weft yarn. So, 24 terry woven fabrics with classical three-weft weaves were produced. Two separate model for prediction the pull out force of first and forth loop pile was fitted. The aim of this investigation was to find out how the level of pull out force, depends on the mentioned parameters. The obtained results showed that the count of pile yarn and count of weft yarn have more effect on pull out force of pile yarn respectively. Moreover, the average value of prediction error for first and forth loop pile was 17.19% and 15.46%.
Keywords: Terry Towel, Pull out Force, Loop Pile, Multiple Linear regression
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