Active Disturbance Rejection Adaptive Control of Hydraulic Servo Systems

被引:369
作者
Yao, Jianyong [1 ]
Deng, Wenxiang [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Adaptive control; disturbance compensation; extended state observer (ESO); hydraulic servo systems; MODEL-PREDICTIVE CONTROL; EXTENDED-STATE-OBSERVER; ROBUST-CONTROL; ASYMPTOTIC TRACKING; STRATEGY;
D O I
10.1109/TIE.2017.2694382
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 an active disturbance rejection adaptive control scheme via full state feedback for motion control of hydraulic servo systems subjected to both parametric uncertainties and uncertain nonlinearities. The proposed controller is derived by effectively integrating adaptive control with extended state observer via backstepping method. The adaptive law is synthesized to handle parametric uncertainties and the remaining uncertainties are estimated by the extended state observer and then compensated in a feedforward way. The unique features of the proposed controller are that not only the matched uncertainties but also unmatched uncertainties are estimated by constructing two extended state observers, and the parameter adaptation law is driven by both tracking errors and state estimation errors. Since the majority of parametric uncertainties can be reduced by the parameter adaptation, the task of the extended state observer is much alleviated. Consequently, high-gain feedback is avoided and improved tracking performance can be expected. The proposed controller theoretically achieves an asymptotic tracking performance in the presence of parametric uncertainties and constant disturbances. In addition, prescribed transient tracking performance and final tracking accuracy can also be guaranteed when existing time-variant uncertain nonlinearities. Comparative experimental results are obtained to verify the high tracking performance nature of the proposed control strategy.
引用
收藏
页码:8023 / 8032
页数:10
相关论文
共 35 条
[1]  
[Anonymous], P IEEE C DEC CONTR
[2]  
[Anonymous], IEEE T AUTOM SCI ENG
[3]  
[Anonymous], 1995, NONLINEAR ADAPTIVE C
[4]  
Bu FP, 2001, P AMER CONTR CONF, P3926, DOI 10.1109/ACC.2001.946267
[5]   Estimation and adaptive nonlinear model predictive control of selective catalytic reduction systems in automotive applications [J].
Chen, Pingen ;
Wang, Junmin .
JOURNAL OF PROCESS CONTROL, 2016, 40 :78-92
[6]   Disturbance observer based control for nonlinear systems [J].
Chen, WH .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2004, 9 (04) :706-710
[7]  
Gao ZQ, 2001, IEEE DECIS CONTR P, P4578, DOI 10.1109/CDC.2001.980926
[8]  
Gao ZQ, 2003, P AMER CONTR CONF, P4989
[9]   From PID to Active Disturbance Rejection Control [J].
Han, Jingqing .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (03) :900-906
[10]   Robust adaptive control for a class of uncertain strict-feedback nonlinear systems [J].
Hong, F. ;
Ge, S. S. ;
Ren, B. ;
Lee, T. H. .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2009, 19 (07) :746-767