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Fuzzy active disturbance rejection control method for an omnidirectional mobile robot with MY3 wheel

Changlong Ye (School of Mechatronics Engineering, Shenyang Aerospace University, Shenyang, China)
Jingru Shao (School of Mechatronics Engineering, Shenyang Aerospace University, Shenyang, China)
Yong Liu (Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, China)
Suyang Yu (School of Mechatronics Engineering, Shenyang Aerospace University, Shenyang, China)

Industrial Robot

ISSN: 0143-991x

Article publication date: 3 May 2023

Issue publication date: 6 June 2023

146

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

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Emerald Publishing Limited

Copyright © 2023, Emerald Publishing Limited

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