PSO-Based Active Disturbance Rejection Control for Position Control of Magnetic Levitation System

被引:0
|
作者
Humaidi, Amjad J. [1 ]
Badr, Hussein M. [1 ]
Hameed, Akram Hashim [1 ]
机构
[1] Univ Technol Baghdad, Control & Syst Engn Dept, Baghdad, Iraq
关键词
Active rejection control; ESO; Maglev system; PSO; ADRC;
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
In the present work, design and analysis of Active Disturbance Rejection Control (ADRC) method has been presented for control and disturbance rejection of magnetic levitation (Maglev) system. Based on the structure of ADRC, two controllers are considered for the control purpose suggested system: Linear ADRC (LADRC) and Nonlinear ADRC (NADRC). A performance comparison has been made between LADRC and NADRC in terms of robustness against variation of parameters and the capability to reject applied disturbance. The main difficulty with ADRC is the necessity to tune its constituent parameters. Particle Swarm Optimization Method (PSO) has been suggested to tune the parameters of ADRC to have minimum error variance such to enhance the dynamic performance of the controlled system. The results based on MATLAB simulation indicated that LADRC gives better robustness characteristics than NADRC. Also, it has been reported that the LADRC has better disturbance rejection capabilities than NADRC when prescribed disturbing force is applied on the ball mass.
引用
收藏
页码:922 / 928
页数:7
相关论文
共 50 条
  • [21] High precision position control of magnetic levitation ball system based on generalized disturbance estimation
    Wang, Jun-Xiao
    Lu, Qin-Kun
    Yu, Li
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2024, 41 (09): : 1578 - 1587
  • [22] Active disturbance rejection and adaptive control of magnetic suspension system
    Cao, Zehua
    Yang, Jie
    Hu, Hailin
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2024, 56 (08): : 86 - 93
  • [23] Linear Active Disturbance Rejection Control for Hydraulic Position Servo System
    Wang, Lixin
    Zhao, Dingxuan
    Zhang, Zhuxin
    Liu, Qian
    Meng, Fanliang
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 2522 - 2527
  • [24] Disturbance rejection for a magnetic levitation system
    Feemster, Matthew G.
    Fang, Yongchun
    Dawson, Darren M.
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2006, 11 (06) : 709 - 717
  • [25] Robust H∞ Control for Disturbance Rejection in a Magnetic Levitation Device
    Song, Haoyue
    Lin, Weiyang
    Zhou, Maoqiang
    Liu, Gang
    Pan, Huihui
    Tong, Mingsi
    2019 IEEE 28TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2019, : 2170 - 2174
  • [26] Control Analysis of Resonance System Based on Active Disturbance Rejection Control
    Zhang, Yongli
    Liu, Yu
    Yi, Guorong
    2020 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL, AUTOMATION AND MECHANICAL ENGINEERING, 2020, 1626
  • [27] Position Control of Crazyflie 2.1 Quadrotor UAV Based on Active Disturbance Rejection Control
    Michalski, Jacek
    Retinger, Marek
    Kozierski, Piotr
    Giernacki, Wojciech
    2023 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS, ICUAS, 2023, : 1106 - 1113
  • [28] Levitation Control of a Planar Magnetic Levitation Stage Based on Improved Auto-Disturbance Rejection Controller
    Zhou, Zhen-Xiong
    Qu, Yong-Yin
    Liu, De-Jun
    NANOTECHNOLOGY AND PRECISION ENGINEERING, PTS 1 AND 2, 2013, 662 : 823 - 830
  • [29] Adaptive variable gain linear active disturbance rejection control parameter optimization in magnetic levitation
    Yi, Ping
    Fan, Kuangang
    Wu, Guanglong
    MEASUREMENT & CONTROL, 2024,
  • [30] Backstepping Control of a Magnetic Levitation System Using PSO
    Engda, Yeabisra Wubishet
    Jin, Gang Gyoo
    Son, Yung-Deug
    STUDIES IN INFORMATICS AND CONTROL, 2023, 32 (03): : 57 - 65