Active disturbance rejection control based on a cascade estimator composed of reduced-order and full-order extended state observers

被引:2
|
作者
Rojas, Harvey David [1 ,2 ]
Cortes-Romero, John [2 ]
Rojas, Herbert Enrique [1 ]
机构
[1] Univ Distrital Francisco Jose De Caldas, Dept Elect Engn, Res Grp GISE3, Floor 8th GISE3 Lab,Cra 8 40-62, Bogota, Colombia
[2] Univ Nacl Colombia, Dept Elect & Elect Engn, Ave Cra 30 45-03, Bogota, Colombia
关键词
Active disturbance rejection control; Cascade observer; Extended state observer; Noise filtering; Reduced order observer; Robustness analysis; HIGH-GAIN OBSERVERS; MEASUREMENT NOISE; CONTROL DESIGN; UNCERTAINTIES; SYSTEMS;
D O I
10.1016/j.isatra.2024.05.032
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a pioneering cascade estimator, CRESO, which merges reduced-order and full-order extended state observers (ESO) in a novel manner. CRESO is designed to navigate the trade-off between robustness, estimation accuracy, and noise amplification inherent in active disturbance rejection control (ADRC) schemes. An analysis in the frequency domain substantiates CRESO's performance and robustness capabilities compared to those of single-level ESO and cascade ESO (CESO). These features are quantified using practical metrics, such as stability margins, sensitivity bandwidth, and estimation error at low frequencies. Additionally, the discussion encompasses the impact of selecting bandwidths for the cascade levels of CRESO on noise suppression. Experimental validation on a synchronous buck converter demonstrates the effectiveness of CRESO-based ADRC against control gain uncertainties, frequency-varying external disturbances, and sensor noise. The results highlight the advantages of the proposed approach over ADRC strategies employing singular ESO, two-level CESO, and two independent ESOs, as evidenced by several quality indices derived from the tracking errors and control signals.
引用
收藏
页码:296 / 311
页数:16
相关论文
共 50 条
  • [41] REDUCED-ORDER OBSERVERS FOR MULTIVARIABLE SYSTEMS WITH INACCESSIBLE DISTURBANCE INPUTS
    GOURISHANKAR, V
    KUDVA, P
    RAMAR, K
    INTERNATIONAL JOURNAL OF CONTROL, 1977, 25 (02) : 311 - 319
  • [42] Full-order sliding mode control for high-order nonlinear system based on extended state observer
    Qiang Chen
    Liang Tao
    Yurong Nan
    Journal of Systems Science and Complexity, 2016, 29 : 978 - 990
  • [43] Reduced- and Full-Order Observers for Delayed Genetic Regulatory Networks
    Zhang, Xian
    Fan, Xiaofei
    Wu, Ligang
    IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (07) : 1989 - 2000
  • [44] Robust fault detection in linear systems based on full-order state observers
    Wu A.
    Duan G.
    Journal of Control Theory and Applications, 2007, 5 (4): : 325 - 330
  • [45] Full-Order Sliding Mode Control for High-Order Nonlinear System Based on Extended State Observer
    CHEN Qiang
    TAO Liang
    NAN Yurong
    Journal of Systems Science & Complexity, 2016, 29 (04) : 978 - 990
  • [46] Full-Order Sliding Mode Control for High-Order Nonlinear System Based on Extended State Observer
    Chen Qiang
    Tao Liang
    Nan Yurong
    JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2016, 29 (04) : 978 - 990
  • [47] Singular System Full-Order and Reduced-Order Fixed-Time Observer Design
    Zhang, Jiancheng
    Xu, Dezhi
    Li, Xiaohang
    Wang, Yan
    IEEE ACCESS, 2019, 7 : 112113 - 112119
  • [48] Full-order and reduced-order observer-based synchronization for chaotic systems with unknown disturbances and parameters
    Zhu, Fanglai
    PHYSICS LETTERS A, 2008, 372 (03) : 223 - 232
  • [49] Generalized Active Disturbance Rejection With Reduced-Order Vector Resonant Control for PMSM Current Disturbances Suppression
    Cao, Haiyang
    Deng, Yongting
    Li, Hongwen
    Wang, Jianli
    Liu, Xiufeng
    Sun, Zheng
    Yang, Tian
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2023, 38 (05) : 6407 - 6421
  • [50] Reduced-order model based active disturbance rejection control of hydraulic servo system with singular value perturbation theory
    Wang, Chengwen
    Quan, Long
    Zhang, Shijie
    Meng, Hongjun
    Lan, Yuan
    ISA TRANSACTIONS, 2017, 67 : 455 - 465