Prediction of blended yarn evenness and tensile properties by using artificial neural network and multiple linear regression

SA Malik, A Farooq, T Gereke, C Cherif - Autex Research Journal, 2016 - degruyter.com
The present research work was carried out to develop the prediction models for blended ring
spun yarn evenness and tensile parameters using artificial neural networks (ANNs) and …

Qualitative and statistical analysis of cotton-flax blend yarn

MFM Chowdhury, MN Islam - Heliyon, 2022 - cell.com
Purely cotton fabric lacks different functional and physical properties than cotton-flax blends
fabric. The experimental part of the present study is to investigate the influence of flax fibres …

Predictive modeling of yarn quality at ring spinning machine using resilient back propagation neural networks

A Farooq, N Khan, F Irshad, U Nasir - Textile and Apparel, 2023 - dergipark.org.tr
The final attenuation and twisting of fiber take place at ring spinning machine and hence its
optimized performance is very crucial in terms of yarn quality. Drafting at ring spinning …

Statistical analysis of Cotton-Jute blended ratio for producing good quality blended yarn

MR Islam, AN Khan - Heliyon, 2024 - cell.com
The present world is focusing on sustainable products. Most of the natural products collected
from are environmentally friendly. In the textile sector the main raw material is fiber. Most …

Development of functional knitted fabrics using yarn composed of polypyrrole coated cotton fibers

V Arumugam, A Lunchev, Y Wu… - Journal of Industrial …, 2022 - journals.sagepub.com
This study aimed at developing a knitted fabric using conductive staple spun yarn composed
of polypyrrole coated cotton fibers and characterizing its thermal, optical and electrical …

[PDF][PDF] Prediction of the Impact of Ring Spinning Machine Front Roller Rubber Cot Shore Hardness on Spun Yarn Quality Parameters

E Ferede, T Tesfaye, DA Million Ayele, BT Wagaye - researchgate.net
The yarn quality is mostly determined by the spinning settings, process control methods, and
raw material. The most crucial and fundamental process in ring spinning is drafting, which …

Numerical simulation of top roller pressure and deformation in ring spinning with three draft zones using finite element method

X Zhang, J Wu, B Xu, X Liu - International Journal of Clothing Science …, 2016 - emerald.com
Purpose This paper presented a new kind of ring spinning frame with four pairs of rollers,
and they are the front roller and the front top roller, the first middle roller (FMR) and the first …