Iterative Learning Control with Extended State Observer for Telescope System

被引:6
|
作者
Cai, Huaxiang [1 ,2 ,3 ]
Huang, Yongmei [1 ,2 ]
Du, Junfeng [1 ,2 ]
Tang, Tao [1 ,2 ]
Zuo, Dan [1 ,2 ,3 ]
Li, Jinying [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Peoples R China
[2] Chinese Acad Sci, Key Lab Opt Engn, Chengdu 610209, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100039, Peoples R China
关键词
DISTURBANCE REJECTION CONTROL; ADAPTIVE-CONTROL; HARMONIC DRIVE; ROBUST-CONTROL; TRACKING; MOTORS; MODE;
D O I
10.1155/2015/701510
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
An Iterative Learning Control (ILC) method with Extended State Observer (ESO) is proposed to enhance the tracking precision of telescope. Telescope systems usually suffer some uncertain nonlinear disturbances, such as nonlinear friction and unknown disturbances. Thereby, to ensure the tracking precision, the ESO which can estimate system states (including parts of uncertain nonlinear disturbances) is introduced. The nonlinear system is converted to an approximate linear system by making use of the ESO. Besides, to make further improvement on the tracking precision, we make use of the ILC method which can find an ideal control signal by the process of iterative learning. Furthermore, this control method theoretically guarantees a prescribed tracking performance and final tracking accuracy. Finally, a few comparative experimental results show that the proposed control method has excellent performance for reducing the tracking error of telescope system.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] A Novel Deadbeat Control With Extended State Observer for PMSM Sensorless Drive System
    Xue, Zhao
    Chen, Zhe
    Luo, Guangzhao
    2018 21ST INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2018, : 1612 - 1617
  • [32] Contour Tracking Control Based on Extended State Observer for Multiaxis Motion System
    Wang, Sanxiu
    Zhou, Qiang
    Wang, Yang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020 (2020)
  • [33] Spacecraft Attitude Control Based on Extended State Observer and Fuzzy Logic System
    Wang, Zuo-wei
    Guo, Jian-xin
    He, Ying-zi
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 3894 - 3899
  • [34] Adaptive iterative extended state observer-based data-driven iterative learning model predictive control for semiconductor silicon single crystal batch process
    Ren, Jun-Chao
    Liu, Ding
    Wan, Yin
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 360 (04): : 3119 - 3136
  • [35] Iterative Learning Control for Singular System with An Arbitrary Initial State
    Chen, Mengji
    Zhang, Yinjun
    Su, Jianhuan
    PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS), 2018, : 141 - 144
  • [36] Observer Based Iterative Learning Control of Uncertain Plant
    Emelianova, Julia
    Pakshin, Pavel
    Emelianov, Mikhail
    IFAC PAPERSONLINE, 2019, 52 (29): : 298 - 303
  • [37] An extended PID type iterative learning control
    Ali Madady
    International Journal of Control, Automation and Systems, 2013, 11 : 470 - 481
  • [38] An Extended PID Type Iterative Learning Control
    Madady, Ali
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2013, 11 (03) : 470 - 481
  • [39] Extended State Observer-Based Data-Driven Iterative Learning Control for Permanent Magnet Linear Motor With Initial Shifts and Disturbances
    Hui, Yu
    Chi, Ronghu
    Huang, Biao
    Hou, Zhongsheng
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (03): : 1881 - 1891
  • [40] Speed Control for PMSM Servo System Using Predictive Functional Control and Extended State Observer
    Liu, Huixian
    Li, Shihua
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (02) : 1171 - 1183