Robust fault detection and isolation for LPV systems under a sensitivity constraint

被引:40
|
作者
Armeni, Saverio [2 ]
Casavola, Alessandro [1 ]
Mosca, Edoardo [2 ]
机构
[1] Univ Calabria, Dipartimento Elettron Informat & Sistemist, I-87036 Arcavacata Di Rende, CS, Italy
[2] Univ Florence, Dipartimento Sistemi & Informat, I-50139 Florence, Italy
关键词
fault detection and isolation; linear matrix inequalities; LPV systems; H-infinity optimization; GEOMETRIC APPROACH; FAILURE-DETECTION; VARYING SYSTEMS; DESIGN; OBSERVABILITY;
D O I
10.1002/acs.1044
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel fault, detection and isolation (FDI) filter design method is proposed for linear parameter varying (LPV) systems. The LPV system description can be Used to approximate the behavior of nonlinear systems and leads to simple nonlinear FDI designs. The main goal here is to obtain residual generator (RG) filters with enhanced fault transmission dc-gains and large H-infinity nuisance attenuation. This is achieved using bilinear matrix inequality techniques by exploiting the relevant geometrical properties of the affine LPV description. Finally, it is shown by a nonlinear example that the RG filters designed by the proposed method compare well with alternative approaches including direct nonlinear design methods. Copyright (C) 2008 John Wiley & Sons, Ltd.
引用
收藏
页码:55 / 72
页数:18
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