An improved design for ferrous metal detection and removal with edge-aware adaptive algorithm in nonwoven fabric production lines

Puguo Wang, Chengzu Li, Deming Liu, Mengmeng Zou, Xuehui Tian, Honghua Zhang, Rongwu Wang, Key Laboratory of Textile Science and Technology, Ministry of Education, College of Textiles, Donghua University, Unicorn Nonwovens Co, National Engineering Research Center for Advanced Polymer Processing Technology, The Key Laboratory of Material Processing and Mold of Ministry of Education, College of Materials Science and Engineering, Zhengzhou University

Textile Research Journal

Published online on June 25, 2025

Abstract

Textile Research Journal, Volume 96, Issue 11-12, Page 1237-1252, June 2026.
With the advancement of manufacturing toward intelligence and digitalization, automation technologies have become integral across various industries. However, the nonwoven fabric industry continues to face challenges such as high labor costs and low ...