Asynchronous Adaptive Fault-Tolerant Control for a Class of Switched Nonlinear Systems With Mode-Dependent Dwell Time

被引:5
作者
Wu, Li-Bing [1 ]
Wang, Heng [2 ,3 ]
机构
[1] Univ Sci & Technol Liaoning, Sch Sci, Anshan 114051, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
[3] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Liaoning, Peoples R China
来源
IEEE ACCESS | 2017年 / 5卷
关键词
Adaptive tracking control; asynchronous switching; time-schedule state observer; DYNAMIC SURFACE CONTROL; OUTPUT-FEEDBACK CONTROL; NEURAL-NETWORK CONTROL; TRACKING CONTROL; OBSERVER DESIGN; FUZZY CONTROL; STABILIZATION; FILTER;
D O I
10.1109/ACCESS.2017.2761880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the problem of adaptive tracking control for a class of uncertain switched nonlinear systems is studied. The uncertain nonlinear functions in the system model are approximated using radial basis function neural network, and the unmeasured states under asynchronous switching and actuator faults are estimated by designing a time-schedule state observer. Further, adaptive laws subject to delta function are designed to make adaptive parameters continuous during persistent switching. It is proved that under asynchronous switching, the closed-loop system is stable with tracking error converging to a small neighborhood of origin. Finally, an example of a continuous stirred tank reactor is studied to verify the effectiveness of the approach proposed in this paper.
引用
收藏
页码:22092 / 22100
页数:9
相关论文
共 42 条
[1]   Application of passivity and cascade structure to robust control against loss of actuator effectiveness [J].
Benosman, M. ;
Lum, K. -Y. .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2010, 20 (06) :673-693
[2]   Adaptive robust fault-tolerant control for nonlinear systems with prescribed performance [J].
Chen, Ming ;
Liu, Xiaoping ;
Wang, Huanqing .
NONLINEAR DYNAMICS, 2015, 81 (04) :1727-1739
[3]   Adaptive Fault-Tolerant Control of Uncertain Nonlinear Large-Scale Systems With Unknown Dead Zone [J].
Chen, Mou ;
Tao, Gang .
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (08) :1851-1862
[4]   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
[5]   Command Filtered Backstepping [J].
Farrell, Jay A. ;
Polycarpou, Marios ;
Sharma, Manu ;
Dong, Wenjie .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (06) :1391-1395
[6]   Adaptive neural network control of nonlinear systems with unknown time delays [J].
Ge, SS ;
Hong, F ;
Lee, TH .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (11) :2004-2010
[7]   Adaptive NN control of uncertain nonlinear pure-feedback systems [J].
Ge, SS ;
Wang, C .
AUTOMATICA, 2002, 38 (04) :671-682
[8]  
KANG Q, 2002, AUTOMATICA, V38, P1365
[9]   HIGH-ORDER NEURAL-NETWORK STRUCTURES FOR IDENTIFICATION OF DYNAMICAL-SYSTEMS [J].
KOSMATOPOULOS, EB ;
POLYCARPOU, MM ;
CHRISTODOULOU, MA ;
IOANNOU, PA .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1995, 6 (02) :422-431
[10]   Hybrid Fuzzy Adaptive Output Feedback Control Design for Uncertain MIMO Nonlinear Systems With Time-Varying Delays and Input Saturation [J].
Li, Yongming ;
Tong, Shaocheng ;
Li, Tieshan .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (04) :841-853