Fuzzy active disturbance rejection control method for an omnidirectional mobile robot with MY3 wheel
ISSN: 0143-991X
Article publication date: 3 May 2023
Issue publication date: 6 June 2023
Abstract
Purpose
Omnidirectional mobile robots with a special type of wheel structure can realize flexible motion with all three degrees of freedom in a plane. But the driving method brings large disturbance, which affects motion accuracy and stability. This study aims to improve the motion control accuracy of the omnidirectional mobile platform with MY3 wheels (MY3-OMR), a new fuzzy active disturbance rejection control (FADRC) method with adaptivity is proposed.
Design/methodology/approach
Based on the basic mechanical structure and drive characteristics of MY3-OMR, the dynamics model of the system is established. The linear active disturbance rejection control (LADRC) system is designed to reduce the interference of nonlinear factors in this dynamics model. A fuzzy controller is introduced to realize the online adjustment of the parameters of the LADRC, which further improves the anti-disturbance performance of the system.
Findings
The control method proposed in this paper is compared and analyzed with other methods by simulation and experiment. Results show that the proposed method has better tracking and robustness, which effectively improves the control accuracy of trajectory tracking of MY3-OMR.
Originality/value
A FADRC method with adaptivity is proposed by combining fuzzy control and LADRC. The motion accuracy and anti-interference ability of the MY3-OMR are improved by this control method, which lays a foundation for the subsequent application of MY3-OMR.
Keywords
Acknowledgements
The authors gratefully acknowledge the support from the Research on Motion Stability of Omnidirectional Dexterous Robot of Shenyang Aerospace University (Grant no. 20180520033) and the Shandong Provincial Key Research and Development Program (Major Scientific and Technological Innovation Project) (Grant no. 2019JZZY010128).
Citation
Ye, C., Shao, J., Liu, Y. and Yu, S. (2023), "Fuzzy active disturbance rejection control method for an omnidirectional mobile robot with MY3 wheel", Industrial Robot, Vol. 50 No. 4, pp. 706-716. https://doi.org/10.1108/IR-10-2022-0264
Publisher
:Emerald Publishing Limited
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