RobustFaultDetectionandIsolationofTime-DelaySystems UsingaGeometricApproach ?

This paper investigates the development of Fault Detection and Isolation (FDI) lters for both retarded and neutral time-delay systems with unknown time-varying delays. Using a geometric framework, the notion of a nite unobservability subspace is introduced for time-delay systems and an algorithm for its construction is presented. A bank of residual generators is then designed so that each residual is aected by one fault and is partially decoupled from the others while the H1 norm of the transfer function between the disturbances and the uncertainties in delays and the residuals are guaranteed to remain less than a prescribed value. Furthermore, it is shown that in the case of known delays it is possible to generate residuals that enjoy perfect decoupling properties among faults. Simulation results presented demonstrate the eectiveness of our proposed FDI algorithms.

[1]  A. Willsky,et al.  Failure detection and identification , 1989 .

[2]  Junsheng Ren,et al.  LMI-Based Fault Detection Filter Design for A Class of Neutral System with Time Delay in States , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[3]  Frédéric Kratz,et al.  Fault detection for time-delay systems: a parity space approach , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[4]  K. Khorasani,et al.  Finite Unobservability Subspaces for Time-Delay Systems with Application to Fault Detection and Isolation , 2009 .

[5]  Magdi S. Mahmoud Dynamic control of systems with variable state-delay , 1996 .

[6]  S. Ding,et al.  An LMI approach to the design of fault detection filter for time-delay LTI systems with unknown inputs , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[7]  Jie Chen,et al.  Robust Model-Based Fault Diagnosis for Dynamic Systems , 1998, The International Series on Asian Studies in Computer and Information Science.

[8]  Hassan Hammouri,et al.  A geometric approach to fault detection and isolation for bilinear systems , 2001, IEEE Trans. Autom. Control..

[9]  Gary J. Balas,et al.  Detection filter design for LPV systems - a geometric approach , 2004, Autom..

[10]  Songjiao Shi,et al.  RFDF design for linear time-delay systems with unknown inputs and parameter uncertainties , 2007, Int. J. Syst. Sci..

[11]  G. Basile,et al.  Controlled and conditioned invariants in linear system theory , 1992 .

[12]  Mehrdad Saif,et al.  Observer design and fault diagnosis for state-retarded dynamical systems , 1998, Autom..

[13]  Zhaolin Cheng,et al.  Design of robust fault detection and isolation observers for singular time delay systems , 2004, Proceedings of the 2004 American Control Conference.

[14]  K. Khorasani,et al.  A geometric approach to Fault Detection and Isolation of neutral time-delay systems , 2008, 2008 American Control Conference.

[15]  Marcel Staroswiecki,et al.  H ∞ fault detection filter design for linear discrete-time systems with multiple time delays , 2003, Int. J. Syst. Sci..

[16]  Mohamed Darouach Reduced-order observers for linear neutral delay systems , 2005, IEEE Transactions on Automatic Control.

[17]  Songjiao Shi,et al.  Actuator fault diagnosis for a class of time-delay systems , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[18]  Khashayar Khorasani,et al.  Fault Detection and Isolation of Retarded Time-Delay Systems Using a Geometric Approach , 2008 .