Observer-based integrated robust fault estimation and accommodation design for discrete-time systems

被引:81
|
作者
Zhang, Ke [1 ]
Jiang, Bin [1 ]
Shi, Peng [2 ,3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Peoples R China
[2] Univ Glamorgan, Dept Math & Comp Sci, Pontypridd CF37 1DL, M Glam, Wales
[3] Victoria Univ, Sch Sci & Engn, Melbourne, Vic 8001, Australia
基金
中国国家自然科学基金; 英国工程与自然科学研究理事会;
关键词
fault estimation; fault accommodation; discrete-time systems; exponential stability; linear matrix inequalities; LIPSCHITZ NONLINEAR-SYSTEMS; SLIDING MODE OBSERVERS; DELAY SYSTEMS; DIAGNOSIS; CONTROLLER; STATE;
D O I
10.1080/00207171003653029
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 article, a challenging issue on observer-based integrated robust fault estimation and accommodation for a class of discrete-time uncertain nonlinear systems is studied. First, a multiobjective augmented fault estimation observer (AFEO) containing an alpha-exponential stability performance index and an H 1 performance index is proposed not only to guarantee the convergence speed of fault estimation but also to restrict the influence of uncertainties with respect to the fault estimation error as much as possible. Then, by introducing a slack matrix, new results are obtained to reduce the conservatism generated by the conventional multiobjective design method. Furthermore, a robust fault tolerant controller based on the dynamic output feedback is designed to guarantee the stability of the closed-loop system in the presence of faults. Moreover, the AFEO and the dynamic output feedback fault tolerant controller (DOFFTC) are designed separately and their performances are considered respectively. Finally, the simulation results of a practical system are presented to illustrate the effectiveness of the proposed design techniques.
引用
收藏
页码:1167 / 1181
页数:15
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