Research of Permanent Magnet Servo System Based on Disturbance Observer and Kalman Filter

被引:0
|
作者
Ji Hua [1 ,2 ]
Wang Shuang [1 ]
Huang Surong [1 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[2] Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 25509, Peoples R China
关键词
Disturbance observer; Kalman filter; Permanent magnet servo system; Robustness; ATTENUATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Speed control precision of permanent magnet servo system is affected by factors of the load torque disturbance and speed measure noise, the system dynamic and anti-disturbance performance have been greatly restricted. Disturbance observer used as a kind of effective method to restrain the disturbance of load torque change, has attracted extensive concern of many scholars. However, a larger observation noise restricts disturbance rejection. In this paper, Kalman filter is applied for speed estimation to effectively reduce noise, and the estimated speed is input to disturbance observer. The disturbance observer outputs the observation value of load torque, which is used for the feed-forward compensation of torque current to compensate for speed fluctuation caused by load disturbance. Simulation and experiments have been built to verify the correction of theory analysis.
引用
收藏
页码:4471 / 4475
页数:5
相关论文
共 50 条
  • [31] Fractional Order Sliding Mode Control for Permanent Magnet Synchronous Motor Speed Servo System via an Improved Disturbance Observer
    Weijia Zheng
    YangQuan Chen
    Xiaohong Wang
    Runquan Huang
    Meijin Lin
    Fang Guo
    International Journal of Control, Automation and Systems, 2023, 21 : 1143 - 1153
  • [32] Fractional Order Sliding Mode Control for Permanent Magnet Synchronous Motor Speed Servo System via an Improved Disturbance Observer
    Zheng, Weijia
    Chen, YangQuan
    Wang, Xiaohong
    Huang, Runquan
    Lin, Meijin
    Guo, Fang
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2023, 21 (04) : 1143 - 1153
  • [33] A fast initial alignment for SINS based on disturbance observer and Kalman filter
    Du, Tao
    Guo, Lei
    Yang, Jian
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2016, 38 (10) : 1261 - 1269
  • [34] Design for Permanent Magnet Linear Servo Controller Based on H∞ Disturbance Compensator
    Cai, Changyou
    Wu, Zhitao
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON ADVANCED DESIGN AND MANUFACTURING ENGINEERING (ICADME 2017), 2017, 136 : 46 - 49
  • [35] Swing Servo Control Based on Extended Kalman Filter With Disturbance-rejection
    Xiao X.
    Sun L.
    Gan H.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2023, 43 (20): : 8102 - 8113
  • [36] Anti-Disturbance Study of Position Servo System Based on Disturbance Observer
    Sun, Jing
    Wang, Chunyang
    Xin, Ruihao
    IFAC PAPERSONLINE, 2018, 51 (04): : 202 - 207
  • [37] Sliding Mode Control based on Disturbance Observer for Servo System
    Wang Wu
    Bai Zheng-Min
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, : 26 - 29
  • [38] Research on Vehicle Stability Control Based on a Union Disturbance Observer and Improved Adaptive Unscented Kalman Filter
    Li, Jing
    Feng, Baidong
    Zhang, Le
    Luo, Jin
    ELECTRONICS, 2024, 13 (16)
  • [39] Disturbance Observer-Based Filter Backstepping Control with Low Speed Crawling for AC Servo System
    Yin Z.
    Jin H.
    Zhang Y.
    Liu J.
    Ma B.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2020, 35 : 203 - 211
  • [40] Optimal Parameter for Permanent Magnet Linear Servo System Using Load Disturbance Compensation
    Wu, Zhitao
    Xu, Jianying
    Zhu, Liancheng
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 4687 - 4691