Disturbance Observer-Based Fault-Tolerant Adaptive Control for Nonlinearly Parameterized Systems

被引:63
作者
Liu, Wenhui [1 ,2 ]
Li, Ping [3 ,4 ]
机构
[1] Nanjing Normal Univ, Sch Elect & Automat Engn, Nanjing 210023, Jiangsu, Peoples R China
[2] Nanjing Inst Intelligent High End Equipment Ind, Nanjing 210042, Jiangsu, Peoples R China
[3] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Jiangsu, Peoples R China
[4] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive control; disturbance observer; fault-tolerant control (FTC); nonlinear systems; FINITE-TIME STABILIZATION; ORDER; ROBUST; COMPENSATION; DESIGN; DELAY;
D O I
10.1109/TIE.2018.2889634
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 aims at the fault-tolerant adaptive control for the nonlinearly parameterized systems with mismatched disturbances. A novel adaptive control scheme is developed in this paper by adding a power integrator technique. The mismatched disturbances are estimated by a designed disturbance observer. A new fault-tolerant control method is proposed to deal with the uncertain actuator faults including actuator stuck. The proposed adaptive controller ensures that the closed-loop system is input-to-state stable. Simulation results for a robotic arm system are given to present the effectiveness of the developed control technique.
引用
收藏
页码:8681 / 8691
页数:11
相关论文
共 34 条
[1]   Direct Adaptive Neural Control for a Class of Uncertain Nonaffine Nonlinear Systems Based on Disturbance Observer [J].
Chen, Mou ;
Ge, Shuzhi Sam .
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (04) :1213-1225
[2]   Adaptive Tracking for Periodically Time-Varying and Nonlinearly Parameterized Systems Using Multilayer Neural Networks [J].
Chen, Weisheng ;
Jiao, Licheng .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (02) :345-351
[3]   Command Filtered Adaptive Backstepping [J].
Dong, Wenjie ;
Farrell, Jay A. ;
Polycarpou, Marios M. ;
Djapic, Vladimir ;
Sharma, Manu .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2012, 20 (03) :566-580
[4]   Adaptive observers for nonlinearly parameterized class of nonlinear systems [J].
Farza, M. ;
M'Saad, M. ;
Maatoug, T. ;
Kamoun, M. .
AUTOMATICA, 2009, 45 (10) :2292-2299
[5]  
Gao Z., 2011, AUTOMATICA, V43, P912
[6]   Unknown Input Observer-Based Robust Fault Estimation for Systems Corrupted by Partially Decoupled Disturbances [J].
Gao, Zhiwei ;
Liu, Xiaoxu ;
Chen, Michael Z. Q. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (04) :2537-2547
[7]   Delta-Operator-Based Extended Disturbance Observer and Its Applications [J].
Ginoya, Divyesh ;
Shendge, P. D. ;
Phadke, S. B. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (09) :5817-5828
[8]   Reach and grasp by people with tetraplegia using a neurally controlled robotic arm [J].
Hochberg, Leigh R. ;
Bacher, Daniel ;
Jarosiewicz, Beata ;
Masse, Nicolas Y. ;
Simeral, John D. ;
Vogel, Joern ;
Haddadin, Sami ;
Liu, Jie ;
Cash, Sydney S. ;
van der Smagt, Patrick ;
Donoghue, John P. .
NATURE, 2012, 485 (7398) :372-U121
[9]   Global finite-time stabilization of a class of uncertain nonlinear systems [J].
Huang, XQ ;
Lin, W ;
Yang, B .
AUTOMATICA, 2005, 41 (05) :881-888
[10]   Modeling of force sensing and validation of disturbance observer for force control [J].
Katsura, Seiichiro ;
Matsumoto, Yuichi ;
Ohnishi, Kouhei .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (01) :530-538