High-Precision Anti-Interference Control of Direct Drive Components

Actuators

Xianliang Jiang¹  Guangan Ren¹  Jieji Zheng¹  Dapeng Fan¹  Xin Xie¹ 

[1] College of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China;

关键词: direct drive components;    disturbance suppression;    fractional-order control;    state-augmented Kalman filter;   

DOI  :  10.3390/act11030095

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown