Adaptive Fuzzy Control of a Cable-Driven Parallel Robot

被引:8
|
作者
Mai-The Vu [1 ]
Hsia, Kuo-Hsien [2 ]
El-Sousy, Fayez F. M. [3 ]
Rojsiraphisal, Thaned [4 ,5 ]
Rahmani, Reza [6 ]
Mobayen, Saleh [7 ]
机构
[1] Sejong Univ, Sch Intelligent Mechatron Engn, Seoul 05006, South Korea
[2] Natl Yunlin Univ Sci & Technol, Dept Elect Engn, 123 Univ Rd, Touliu 64002, Taiwan
[3] Prince Sattam Bin Abdulaziz Univ, Dept Elect Engn, Al Kharj 16278, Saudi Arabia
[4] Chiang Mai Univ, Fac Sci, Adv Res Ctr Computat Simulat, Dept Math, Chiang Mai 50200, Thailand
[5] Chiang Mai Univ, Fac Sci, Data Sci Res Ctr, Dept Math, Chiang Mai 50200, Thailand
[6] Shenyang Univ Technol, Multidisciplinary Ctr Infrastruct Engn, Shenyang 110870, Peoples R China
[7] Natl Yunlin Univ Sci & Technol, Grad Sch Intelligent Data Sci, 123 Univ Rd,Sect 3, Touliu 640301, Taiwan
关键词
parallel robot; dynamic modeling; adaptive control; fuzzy controller; composite control; DYNAMIC-ANALYSIS; PLANAR; WORKSPACE; DESIGN;
D O I
10.3390/math10203826
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Cable robots are a type of parallel robot in which cables have replaced the usual rigid arms. In cable robots, due to the tensile strength of the cable, the workspace analysis is much more complex than in conventional robots. In this paper, we design an adaptive fuzzy controller for a cable-driven parallel robot (CDPR). In the proposed controller, the results show that the accuracy of the system performance in tracking the reference value as well as the controller performance speed is better than that of the robust method. In one of the simulation modes, the performance speed of the control system for convergence is reduced and its error is very small, which indicates the proper performance of the proposed adaptive fuzzy method. It should be noted that all simulations are performed in a MATLAB software environment.
引用
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页数:16
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