Quality Framework
Systematic grouping of yarn irregularities based on their physical dimensions provides the data structure for commercial quality reports. Spinning mills use yarn defect classification to communicate the quality of a lot to weavers and knitters who need to know how the yarn will perform on their machines. This framework usually divides faults into categories such as short thick places, long thick places, thin places or neps.
Geometric Assessment
Electronic clearers on the winding machine measure the length and cross-sectional area of every centimetre of yarn. The data from yarn defect classification is plotted on a grid, often called a classimat, which allows the manager to see the distribution of faults at a glance. By setting specific clearing limits, the mill can remove the most harmful defects while leaving minor irregularities that do not affect the appearance of the finished cloth.
Threshold Limit
Identification of specific defect types helps the production team to trace the problem back to a specific machine or process in the spinning line.
Remediation Strategy
Consistency in how faults are grouped allows for a fair price to be established between the buyer and the seller. Because yarn defect classification is an industry standard, it provides a common language for discussing the technical limitations of a spinning process. The final report provides a guarantee that the yarn meets the requirements for the intended garment, whether it is a lightweight t-shirt or a heavy denim jacket.