Study of Influences of the Process Parameters and Development of Empirical Prediction Model through Linear Multiple Regression for the Longitudinal Stiffness of Embroidered Textile Fabric | Chapter 04 | Novel Perspectives of Engineering Research Vol. 8
Surface decoration on textile textiles using computer-aided multi-head embroidery machines is one of the most extensively utilised manufacturing methods in the textile and garment industries today. Because the embroidery process involves inserting a number of embroidery threads into the fabric structure, it is apparent that the basic physical and functional features of the textile-fabric are prone to significant change. Through the embroidery process on high-speed machines, the textile-fabric undergoes physical, functional, and aesthetic transformation and metamorphism. As a result, it is critical to develop algorithms or empirical equations for analysing the influence of relevant input parameters and accurately predicting the properties of the embroidered cloth relevant to its end-use in the apparel sector. In this regard, an effort has been made to explore the influences and construct a prediction equation for the prediction of longitudinal stiffness of embroidered fabric in te...