Observer-based fault detection and isolation for 2D state-space models

被引:40
作者
Bisiacco, M [1 ]
Valcher, ME [1 ]
机构
[1] Univ Padua, Dipartimento Ingn Informaz, I-35131 Padua, Italy
关键词
two-dimensional (2D) system; dead-beat 2D observer; finite impulse response filter; unknown input observer (UIO); fault detection and isolation (FDI); observer-based fault detection and isolation;
D O I
10.1007/s11045-005-6233-6
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, the fault detection and isolation problems for two-dimensional (2D) state-space models are investigated, both when no disturbances affect the system and when they actually do. Basing on some old results about dead-beat observers [Bisiacco, M. (1986) IEEE Transactions on Automatic Control, AC-31, 676-680] and on some recent results about dead-beat unknown input observers (UIOs) (for 2D systems affected by disturbances) [Bisiacco, M. & Valcher, M. E. (2004) International Journal of Control 77(9), 861-876], we develop a complete theory of dead-beat (possibly unknown input) observer-based fault detectors and isolators (FDIs). Necessary and sufficient conditions for the existence of a dead-beat observer-based FDI or for the existence of a dead-beat UIO-based FDI are derived, and constructive procedures for obtaining such FDIs are described in detail.
引用
收藏
页码:219 / 242
页数:24
相关论文
共 35 条
[1]  
[Anonymous], CONTROL THEORY AD TE
[2]   ON THE STRUCTURE OF 2D-OBSERVERS [J].
BISIACCO, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1986, 31 (07) :676-680
[3]   Unknown input observers for 2D state-space models [J].
Bisiacco, M ;
Valcher, ME .
INTERNATIONAL JOURNAL OF CONTROL, 2004, 77 (09) :861-876
[4]   ON THE STATE RECONSTRUCTION OF 2D SYSTEMS [J].
BISIACCO, M .
SYSTEMS & CONTROL LETTERS, 1985, 5 (05) :347-353
[5]   STATE AND OUTPUT-FEEDBACK STABILIZABILITY OF 2-D SYSTEMS [J].
BISIACCO, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1985, 32 (12) :1246-1254
[6]  
Bisiacco M., 1986, FREQUENCY DOMAIN STA, P99
[7]   Optimal filtering and robust fault diagnosis of stochastic systems with unknown disturbances [J].
Chen, J ;
Patton, RJ .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1996, 143 (01) :31-36
[8]   Observer-based fault detection and isolation for structured systems [J].
Commault, C ;
Dion, JM ;
Senante, O ;
Motyeian, R .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (12) :2074-2079
[9]  
Demetriou MA, 2001, P AMER CONTR CONF, P1121, DOI 10.1109/ACC.2001.945870
[10]   FAULT-DETECTION VIA FACTORIZATION APPROACH [J].
DING, X ;
FRANK, PM ;
FRANK, PM .
SYSTEMS & CONTROL LETTERS, 1990, 14 (05) :431-436