Introduction The global textile industry is undergoing one of the most transformative periods in its history, driven by rapid digitalization, automation, and the growing demand for high-performance fabrics. Among the technologies reshaping production processes, the computerized Jacquard circular knitting machine stands out as a pivotal innovation. Combining advanced digital control systems...