Introduction: Dyed large extend nylon yarn with deniers amongst 40d and 200d cuts down device downtime and breakage, improving textile manufacturing effectiveness and quality regularity. Daily industrial textile output normally encounters moments where equipment downtime and material inconsistencies derail performance. Observing a production line