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Identification and Analysis of Key Parameters for Yarn Breakage in Direct Twisting Machines under Factory Environment Based on Random Forest Model Cover

Identification and Analysis of Key Parameters for Yarn Breakage in Direct Twisting Machines under Factory Environment Based on Random Forest Model

Open Access
|Aug 2026

Authors

Fu Caizhi

wqxu@zstu.edu.cn

School of Textile Science and Engineering (International Institute of Silk), Zhejiang Sci-Tech University, Hangzhou, China

Wang Chengqun

School of Information Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, China

Dong Yuxuan

School of Information Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, China

Xu Weiqiang

School of Computer Science and Technology (School of Artificial Intelligence), Zhejiang Engineering Research Center of Industrial Internet Communication Technology, and Zhejiang Key Laboratory of Digital Fashion and Data Governance, Zhejiang Sci-Tech University, Hangzhou, China
DOI: https://doi.org/10.2478/ftee-2026-0006 | Journal eISSN: 2300-7354 | Journal ISSN: 1230-3666
Language: English
Page range: 76 - 89
Submitted on: Mar 16, 2026
Accepted on: Jun 25, 2026
Published on: Aug 19, 2026
Published by: Łukasiewicz Research Network, Institute of Biopolymers and Chemical Fibres
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2026 Fu Caizhi, Wang Chengqun, Dong Yuxuan, Xu Weiqiang, published by Łukasiewicz Research Network, Institute of Biopolymers and Chemical Fibres
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.