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
相关论文
共 50 条
  • [1] CONTROL OF BALL-SCREW DRIVE SYSTEMS
    Prathibha, S.
    Amritha, S.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 80 - 84
  • [2] Vibration Analysis of High-speed Ball-screw Drive in Machine Tool Feed System
    Zhao, Fei
    Chen, Jinhua
    Zhang, Chi
    Yang, Guilin
    2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV), 2014, : 1604 - 1608
  • [3] The transmissibility of a vibration isolation system with ball-screw inerter based on complex mass
    Wen, Huabing
    Guo, Junhua
    Li, Yang
    Liu, Yue
    Zhang, Kun
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2018, 37 (04) : 1097 - 1108
  • [4] Failure Diagnosis System for a Ball-Screw by Using Vibration Signals
    Lee, Won Gi
    Lee, Jin Woo
    Hong, Min Sung
    Nam, Sung-Ho
    Jeon, YongHo
    Lee, Moon G.
    SHOCK AND VIBRATION, 2015, 2015
  • [5] Tracking and Structural Vibration Control of Flexible Ball-Screw Drives With Dynamic Variations
    Hanifzadegan, Masih
    Nagamune, Ryozo
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (01) : 133 - 142
  • [6] Tracking and Vibration Control with a Parallel Structure Controller Based on a Flexible Ball Screw Drive System
    Zhu, Muzhi
    Bao, Dafei
    Sun, Mengxin
    Liu, Yong
    ACTUATORS, 2023, 12 (08)
  • [7] Thermal Analysis of a Ball-Screw System
    Wei, Chin-Chung
    Horng, Jeng-Haur
    Lin, Jen-Fin
    MANUFACTURING ENGINEERING AND AUTOMATION II, PTS 1-3, 2012, 591-593 : 818 - +
  • [8] Finite Element Modeling and Tansfer Function Prediction of Ball-Screw Drive System
    Lu, Lihua
    Liang, Yingchun
    Yu, Fuli
    Su, Baoku
    MACHINING AND ADVANCED MANUFACTURING TECHNOLOGY X, 2010, 431-432 : 225 - 228
  • [9] Vibration of the ball screw drive
    Sobolewski, Jerzy Z.
    ENGINEERING FAILURE ANALYSIS, 2012, 24 : 1 - 8
  • [10] A hybrid MRE isolation system integrated with ball-screw inerter for vibration control
    Jin, Shida
    Sun, Shuaishuai
    Yang, Jian
    Deng, Lei
    Du, Haiping
    Li, Weihua
    SMART MATERIALS AND STRUCTURES, 2022, 31 (02)