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Adaptive Fuzzy Control of a Cable-Driven Parallel Robot

Authors :
Mai-The Vu
Kuo-Hsien Hsia
Fayez F. M. El-Sousy
Thaned Rojsiraphisal
Reza Rahmani
Saleh Mobayen
Source :
Mathematics, Vol 10, Iss 20, p 3826 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

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.

Details

Language :
English
ISSN :
10203826 and 22277390
Volume :
10
Issue :
20
Database :
Directory of Open Access Journals
Journal :
Mathematics
Publication Type :
Academic Journal
Accession number :
edsdoj.1915f12a7446434f8da7765f85308dc9
Document Type :
article
Full Text :
https://doi.org/10.3390/math10203826