A Parameter Self-Tuning Decoupling Controller Based on an Improved ADRC for Tension Systems

被引:5
|
作者
Ju, Guoli [1 ]
Liu, Shanhui [1 ]
Wei, Keliang [2 ]
Ding, Haodi [1 ]
Wang, Chaoyue [1 ]
机构
[1] Xian Univ Technol, Fac Printing Packaging Engn & Digital Media Techno, Xian 710048, Peoples R China
[2] Shaanxi Beiren Printing Machinery Co Ltd, Weinan 714000, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 19期
关键词
roll-to-roll coating machine; tension system; decoupled control; ADRC; parameter self-tuning; DESIGN;
D O I
10.3390/app131911085
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Aiming at the problems of strong coupling and time-varying parameters in the tension systems of roll-to-roll coating machines, this paper outlines the design of a parameter self-tuning decoupling controller based on an improved active disturbance rejection controller (ADRC) for tension systems. First, we established a nonlinear coupled model for a global tension system based on the roll-to-roll coating machine tension constituent unit and working principle. Second, we introduced virtual quantities and actual control quantities; then, we applied an ADRC for decoupling control of the tension system based on a nonlinear coupling model, using a genetic algorithm (GA) to achieve parameters tuning in the ADRC. Finally, both the traditional proportional-integral-differential (PID) controller and the designed controller were simulated to evaluate their anti-interference and decoupling performance. Furthermore, the performances of several controllers were compared to the results obtained by other researchers. The result found that the parameter self-tuning decoupling controller based on an improved ADRC for tension systems exhibited better decoupling control performance and that the controller was able to achieve precise control of tension.
引用
收藏
页数:15
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