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Article

High-Precision Anti-Interference Control of Direct Drive Components

College of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China
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Author to whom correspondence should be addressed.
Actuators 2022, 11(3), 95; https://doi.org/10.3390/act11030095
Submission received: 24 January 2022 / Revised: 19 February 2022 / Accepted: 16 March 2022 / Published: 19 March 2022
(This article belongs to the Topic Motion Planning and Control for Robotics)

Abstract

This study presents a compound control algorithm that enhances the servo accuracy and disturbance suppression capability of direct drive components (DDCs). The servo performance of DDCs is easily affected by external disturbance and the deterioration of assembly characteristics due to a lack of deceleration device. The purpose of this study is to compensate for the impact of external and internal disturbances on the system. First, a linear state space model of the system is established. Second, we analyzed the main factors restricting the performance of DDCs which includes sensor noise, friction and external disturbance. Then, a fractional-order proportional integral (FOPI) controller was used to eliminate the steady-state error caused by the time-invariable disturbance which can also improve the system’s anti-interference capability. A state-augmented Kalman filter (SAKF) was proposed to suppress the quantization noise and compensate for the time-varying disturbances simultaneously. The effectiveness of the proposed compound algorithm was demonstrated by comparative experiments, demonstrating a maximum 89.34% improvement. The experimental results show that, compared with the traditional PI controller, the FOPISAKF controller can not only improve the tracking accuracy of the system, but also enhance the disturbance suppression ability.
Keywords: direct drive components; disturbance suppression; fractional-order control; state-augmented Kalman filter direct drive components; disturbance suppression; fractional-order control; state-augmented Kalman filter

Share and Cite

MDPI and ACS Style

Zheng, J.; Jiang, X.; Ren, G.; Xie, X.; Fan, D. High-Precision Anti-Interference Control of Direct Drive Components. Actuators 2022, 11, 95. https://doi.org/10.3390/act11030095

AMA Style

Zheng J, Jiang X, Ren G, Xie X, Fan D. High-Precision Anti-Interference Control of Direct Drive Components. Actuators. 2022; 11(3):95. https://doi.org/10.3390/act11030095

Chicago/Turabian Style

Zheng, Jieji, Xianliang Jiang, Guangan Ren, Xin Xie, and Dapeng Fan. 2022. "High-Precision Anti-Interference Control of Direct Drive Components" Actuators 11, no. 3: 95. https://doi.org/10.3390/act11030095

APA Style

Zheng, J., Jiang, X., Ren, G., Xie, X., & Fan, D. (2022). High-Precision Anti-Interference Control of Direct Drive Components. Actuators, 11(3), 95. https://doi.org/10.3390/act11030095

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