Research on integral separation control of warp tension based on fuzzy parameter optimization

Author:

Xiao Yanjun12,Zhang Zhenpeng12,Liu Zhenhao12,Zhang Zonghua12,Zhou Wei12,Liu Weiling1

Affiliation:

1. School of Mechanical Engineering, Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, Hebei University of Technology, Tianjin, China

2. Career Leader Intelligent Control Automation Company, Suqian, Jiangsu Province, China

Abstract

In textile machines, the stability of warp tension is one of the decisive factors for the reliability, stability and product quality of weaving process. In order to meet the improving requirement for weaving efficiency and fabric quality, it is proposed that a fuzzy optimization integral separation PID warp tension control scheme based on process sampling to improve the warp tension control level of loom. Aiming at the problems of time-varying, nonlinear and variable coupling in the warp tension control system of loom, the forming mechanism of warp tension is modeled and analyzed, and the sampling scheme of warp tension based on process is proposed. Based on the periodic change of warp tension at macro level and continuous fluctuation at micro level, the integral separation control and fuzzy optimization theory are introduced to optimize the control effect of the control system on the basis of classical PID control algorithm. Finally, the simulation and experiment show that the scheme can improve the tension controls performance and effectively reduce the tension error fluctuation.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Sliding mode tension control for the yarn winding process with extended state observer;Transactions of the Institute of Measurement and Control;2024-05-06

2. Automatic optimization of PID control software parameters based on machine learning;2024 3rd International Conference on Energy and Power Engineering, Control Engineering (EPECE);2024-02-23

3. Observed-based Event-triggered Sliding Mode Control of Networked Control System for Carbon Fiber Diagonal Loom;Scientific Journal of Technology;2023-01-30

4. Data-driven Discrete Terminal Sliding Mode Method for Carbon Fiber Diagonal Loom Tension Networked Control;2022 4th International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM);2022-10

5. The matching relation analysis of yarn pre-tension in weaving 3D bi-directional angle-interlock fabrics;Journal of Industrial Textiles;2022-08

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