Development of a standardized data collection and intelligent fabric quality prediction system for the weaving department

• Published in: Journal of engineered fibers and fabrics Vol. 20
• Main Authors: Dai, Ning, Li, Lunjun, Xu, Kaixin, Lu, Zhehao, Hu, Xudong, Yuan, Yanhong
• Format: Journal Article
• Language: English
• Published: SAGE Publishing 01.01.2025

The diversity of weaving equipment has led to inconsistencies in communication protocols, impeding data collection and interoperability between devices, and ultimately reducing production efficiency. Additionally, fabric defects significantly impact product quality, while current visual inspection t...