Robust fault reconstruction for a class of infinitely unobservable descriptor systems

被引:35
作者
Chan, Joseph Chang Lun [1 ]
Tan, Chee Pin [1 ]
Trinh, Hieu [2 ]
机构
[1] Monash Univ Malaysia, Sch Engn, Selangor, Malaysia
[2] Deakin Univ, Sch Engn, Geelong, Vic, Australia
关键词
Sliding-mode observers; descriptor systems; infinite observability; fault reconstruction;
D O I
10.1080/00207721.2017.1280552
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 robust fault reconstruction scheme for a class of infinitely unobservable descriptor systems using sliding-mode observers, which improves on previous work that do not consider robustness in fault reconstruction or are applicable only for infinitely observable systems. By removing certain states and treating them as unknown inputs, a reduced-order system that is infinitely observable and compatible with existing sliding-mode observer schemes is created. A sliding-mode observer is used to estimate the states of the reduced-order system and reconstruct the fault. The existence conditions for the scheme in terms of the original system matrices are investigated and presented. Linear matrix inequality techniques are used to minimise the effect of disturbances on the fault reconstruction. Finally, a simulation is carried out and the results verify the efficacy of the proposed scheme.
引用
收藏
页码:1646 / 1655
页数:10
相关论文
共 21 条
[1]   Introduction [J].
Alwi, Halim ;
Edwards, Christopher ;
Tan, Chee Pin .
Advances in Industrial Control, 2011, (9780857296498) :1-6
[3]  
Duan G.-R., 2010, ANAL DESIGN DESCRIPT, V23
[4]   A comparison of sliding mode and unknown input observers for fault reconstruction [J].
Edwards, Christopher ;
Tan, Chee Pin .
EUROPEAN JOURNAL OF CONTROL, 2006, 12 (03) :245-260
[5]   Generalized LMI observer design for discrete-time nonlinear descriptor models [J].
Estrada-Manzo, Victor ;
Lendek, Zsofia ;
Guerra, Thierry Marie .
NEUROCOMPUTING, 2016, 182 :210-220
[6]  
FAHMY MM, 1989, INT J CONTROL, V49, P2013
[7]   Proportional multiple-integral observer design for descriptor systems with measurement output disturbances [J].
Gao, Z ;
Ho, DWC .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2004, 151 (03) :279-288
[8]   DYNAMIC EQUATIONS IN DESCRIPTOR FORM [J].
LUENBERGER, DG .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1977, 22 (03) :312-322
[9]   Observer design for general linear time-invariant systems [J].
Nikoukhah, R ;
Campbell, SL ;
Delebecque, F .
AUTOMATICA, 1998, 34 (05) :575-583
[10]   State and Fault Estimation For Infinitely Unobservable Descriptor Systems Using Sliding Mode Observers [J].
Ooi, Jeremy Hor Teong ;
Tan, Chee Pin ;
Ng, Kok Yew .
ASIAN JOURNAL OF CONTROL, 2015, 17 (04) :1458-1461