Introduction: Stretch yarn quality critically affects industrial textile production by reducing breakage, ensuring color consistency, and enabling customization to meet diverse application needs. In the realm of textile manufacturing, meeting stringent quality and consistency standards is non-negotiable, especially when it comes to stretch yarns.