A Wavelet Neural Network applied to Textile Spinning

Artificial Neural Networks and Their Applications in the Engineering of Fabrics

“…ANNs have been used for the prediction of hairiness of worsted wool yarns (Khan et al, 2009) and of cotton yarns (Babay et al, 2005;Majumdar, 2010). In a similar way, ANNs have been used for the prediction of the evenness of ring spun worsted yarns (Wang & Zeng, 2008) and cotton yarns Majumdar, 2010) or the evenness of blended rotor yarns (Demiryurek & Koc, 2009). As it is known, when two yarn ends must be joined, instead of knotting they are subjected in the splicing process.…”