Active disturbance rejection control with fractional-order model-aided extended state observer

被引:9
|
作者
Wang, Shaohua [1 ]
Gan, He [1 ]
Luo, Ying [1 ]
Wang, Xiaohong [2 ]
Gao, Zhiqiang [3 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Luoyu Rd 1037, Wuhan, Peoples R China
[2] South China Univ Technol, Sch Automat Sci & Engn, 381 Wushan Rd, Guangzhou 510641, Peoples R China
[3] Cleveland State Univ, Dept Elect & Comp Engn, Cleveland, OH 44115 USA
基金
中国国家自然科学基金;
关键词
Active disturbance rejection control; Fractional -order control; Extended state observer; Permanent magnet synchronous motor; SYSTEM; ADRC; STABILITY; DESIGN;
D O I
10.1016/j.isatra.2023.07.020
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Increasing the observer bandwidth of the extended state observer (ESO) can significantly enhance the disturbance rejection performance of the active disturbance rejection control (ADRC). However, a large observer bandwidth can also amplify the noise and degrade the control quality. This study proposes a novel fractional-order ADRC (FOADRC) approach. A fractional-order model-aided extended state observer (FOMESO) is designed by leveraging available plant information. Under a given observer bandwidth, the disturbance estimation performance of FOMESO is improved, while noise sensitivity is not aggravated. Additionally, FOMESO transforms a typical second-order plant into a fractionalorder double-integrator model, reducing the phase lag to below 180 degrees. Consequently, the derivative component, which is sensitive to noise, is unnecessary in the feedback controller. Simulation and comprehensive comparisons demonstrate that the proposed FOADRC scheme outperforms the traditional ADRC in tracking, noise sensitivity, disturbance rejection, and stability. Furthermore, the proposed FOADRC approach is robust to plant parameter variations. The proposed method is validated through experiments on a permanent magnet synchronous motor speed servo system, confirming its superiority and effectiveness.
引用
收藏
页码:527 / 537
页数:11
相关论文
共 50 条
  • [41] Predictive Extended State Observer-Based Active Disturbance Rejection Control for Systems with Time Delay
    Nahri, Syeda Nadiah Fatima
    Du, Shengzhi
    van Wyk, Barend J.
    MACHINES, 2023, 11 (02)
  • [42] Active DIsturbance Rejection Control of Surface Vessels Using Composite Error Updated Extended State Observer
    Sun, Tairen
    Zhang, Jun
    Pan, Yongping
    ASIAN JOURNAL OF CONTROL, 2017, 19 (05) : 1802 - 1811
  • [43] Analysis and Design of Active Disturbance Rejection Control With an Improved Extended State Observer for Systems With Measurement Noise
    Du, Youwu
    Cao, Weihua
    She, Jinhua
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (01) : 855 - 865
  • [44] On Extended State Predictor Observer based Active Disturbance Rejection Control for Uncertain Systems with Sensor Delay
    Xue, Wenchao
    Liu, Ping
    Chen, Sen
    Huang, Yi
    2016 16TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2016, : 1267 - 1271
  • [45] Terminal observer and disturbance observer for the class of fractional-order chaotic systems
    Mohammad Reza Soltanpour
    Mehrdad Shirkavand
    Soft Computing, 2020, 24 : 8881 - 8898
  • [46] Terminal observer and disturbance observer for the class of fractional-order chaotic systems
    Soltanpour, Mohammad Reza
    Shirkavand, Mehrdad
    SOFT COMPUTING, 2020, 24 (12) : 8881 - 8898
  • [47] Robust disturbance rejection for uncertain fractional-order systems
    Liu, Rui-Juan
    Nie, Zhuo-Yun
    Wu, Min
    She, Jinhua
    APPLIED MATHEMATICS AND COMPUTATION, 2018, 322 : 79 - 88
  • [48] Fuzzy observer-based disturbance rejection control for nonlinear fractional-order systems with time-varying delay
    Mahmoudabadi, Parvin
    Tavakoli-Kakhki, Mahsan
    JOURNAL OF VIBRATION AND CONTROL, 2022, 28 (15-16) : 2145 - 2154
  • [49] Periodic disturbance rejection for fractional-order dynamical systems
    Giuseppe Fedele
    Andrea Ferrise
    Fractional Calculus and Applied Analysis, 2015, 18 : 603 - 620
  • [50] Fractional active disturbance rejection control
    Li, Dazi
    Ding, Pan
    Gao, Zhiqiang
    ISA TRANSACTIONS, 2016, 62 : 109 - 119