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
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