Kalman-Filter-Based Tension Control Design for Industrial Roll-to-Roll System

被引:12
|
作者
Hwang, Hyeongjin [1 ]
Lee, Jehwon [1 ]
Eum, Sangjune [1 ]
Nam, Kanghyun [1 ]
机构
[1] Yeungnam Univ, Grad Sch Mech Engn, 280 Daehak Ro, Gyongsan 38541, South Korea
来源
ALGORITHMS | 2019年 / 12卷 / 04期
关键词
disturbance observer; Kalman filter; feedforward control; tension controller; roll-to-roll system; MOTION CONTROL; ROBUSTNESS; STABILITY;
D O I
10.3390/a12040086
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a robust and precise tension control method for a roll-to-roll (R2R) system. In R2R processing, robust and precise tension control is very important because improper web tension control leads to deterioration in the quality of web material. However, tension control is not easy because the R2R system has a model variation in which the inertia of the web in roll form is changed and external disturbances caused by web slip and crumpled web. Therefore, a disturbance observer (DOB) was proposed to achieve robustness against model variations and external disturbances. DOB is a robust control method widely used in various fields because of its simple structure and excellent performance. Moreover, the web passes through various process steps to achieve the finished product in the R2R process. Particularly, it is important to track the tension when magnitude of the tension varies during process. Feedforward (FF) controller was applied to minimize the tracking error in the transient section where tension changes. Moreover, the signal processing of a sensor using the Kalman filter (KF) in the R2R system greatly improved control performance. Finally, the effectiveness of the proposed control scheme is discussed using experimental results.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Tension modeling and precise tension control of roll-to-roll system for flexible electronics
    Jeong, Jaehyeong
    Gafurov, Anton Nailevich
    Park, Pyoungwon
    Kim, Inyoung
    Kim, Hyun-Chang
    Kang, Dongwoo
    Oh, Dongho
    Lee, Taik-Min
    FLEXIBLE AND PRINTED ELECTRONICS, 2021, 6 (01):
  • [2] Nonlinear web tension control of a roll-to-roll printed electronics system
    Chen, Weihai
    Sun, Xiantao
    Chen, Wenjie
    Xie, Gang
    Chen, Shasha
    Wang, Jianhua
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2022, 76 : 88 - 94
  • [3] Precision design and control of a flexure-based roll-to-roll printing system
    Zhou, Xi
    Wang, Dien
    Wang, Ji
    Chen, Shih-Chi
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2016, 45 : 332 - 341
  • [4] Web tension control in roll-to-roll web processing
    Sen, Bipin
    SOLID STATE TECHNOLOGY, 2015, 58 (02) : 36 - 38
  • [5] Sag feedback based multi-roll coordinating optimal control of a low-tension roll-to-roll system
    Liang, Zhiyue
    Wang, Li
    Xue, Boce
    Ji, Renhe
    Du, Dong
    Chang, Baohua
    JOURNAL OF MANUFACTURING SYSTEMS, 2021, 61 : 351 - 364
  • [6] Control of roll-to-roll manufacturing based on sensorless tension estimation and disturbance compensation
    Huang, Pao-Yao
    Cheng, Ming-Yang
    Su, Ke-Han
    Kuo, Wei-Liang
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2021, 44 (02) : 89 - 103
  • [7] Register Control of Roll-to-Roll Printing System Based on Statistical Approach
    Kim, Chung Hwan
    You, Ha-Il
    Jo, Jeongdai
    JAPANESE JOURNAL OF APPLIED PHYSICS, 2013, 52 (05)
  • [8] Back-Stepping Controller Based Web Tension Control for Roll-to-Roll Web Printed Electronics System
    Choi, Kyung-Hyun
    Tran, Thanh T.
    Kim, Dong-Soo
    JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2011, 5 (01): : 7 - 21
  • [9] Fuzzy decoupling to reduce propagation of tension disturbances in roll-to-roll system
    Choi, K.-H. (amm@jejunu.ac.kr), 1600, Springer London (71): : 1 - 4
  • [10] Fuzzy decoupling to reduce propagation of tension disturbances in roll-to-roll system
    Ponniah, Ganeshthangaraj
    Zubair, Muhammad
    Doh, Yang-Hoi
    Choi, Kyung-Hyun
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (1-4): : 153 - 163