Vibration suppression of ball-screw drive system based on flexible dynamics model

被引:7
|
作者
Li, Lin [1 ]
Zhang, Qiangwei [1 ]
Zhang, Tie [1 ]
Zou, Yanbiao [1 ]
机构
[1] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510640, Peoples R China
关键词
Flexible dynamics; Parameter identification; Particle swarm optimization; Vibration suppression; Input shaping; PARAMETER-IDENTIFICATION METHOD; INDUSTRIAL ROBOT; PSO;
D O I
10.1016/j.engappai.2022.105506
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the problem of residual vibration of the ball-screw drive system when it stops in high-speed motion, a vibration suppression method based on the flexible dynamics model is proposed. A simplified flexible dynamics model of the ball-screw system is developed using the Lagrange method and rewritten as a parametric identification equation containing only the motor's rotation angle. A Particle Swarm Optimization algorithm based on Recursive Least Square finite search space (RLS-PSO) is proposed for dynamic parameter identification and the results are used to design a coupled ZVD shaper to suppress residual vibration in the ball-screw drive system. The experimental results of model identification show that RLS-PSO is more accurate than WLS, PSO and GA, and the convergence speed is much higher compared to PSO and GA. The simplified dynamics model can reflect the dynamic characteristics of the system accurately. The results of the vibration experiments demonstrate the effectiveness of the input shaper designed using the identification results in suppressing residual vibration of the ball-screw drive system.
引用
收藏
页数:12
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