APPLICATION OF FDI TO A NONLINEAR BOEING-747 AIRCRAFT

This paper presents a fault detection and isolation (FDI) filter design for a linearized longitudinal dynamics of a Boeing 747 series 100/200. The FDI filter design is based on fundamental problem of residual generation (FPRG). In our case the fault detection filter is sensitive to elevator and stabilizer faults. Three types of actuator failures are considered in this paper: lock failure, loss in effectiveness and a float failure. The FDI filter design is based on open loop linearized model and applied in the closed loop to a high fidelity nonlinear model of the aircraft.

[1]  W. Wonham Linear Multivariable Control: A Geometric Approach , 1974 .

[2]  Steven X. Ding,et al.  Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis , 1994, Autom..

[3]  C. R. Hanke,et al.  The Simulation of a Jumbo Jet Transport Aircraft. Volume 2: Modeling Data , 1970 .

[4]  Janos Gertler,et al.  Fault detection and diagnosis in engineering systems , 1998 .

[5]  J. Bokor,et al.  Failure detection for LPV systems - a geometric approach , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[6]  J. Bokor,et al.  Detection Filter Design for LPV Systems , 2000 .

[7]  Jakob Stoustrup,et al.  Integration of Control and Fault Detection: Nominal and Robust Design 1 , 1997 .

[8]  Gary J. Balas,et al.  A TECS Alternative using Robust Multivariable Control , 2001 .

[9]  József Bokor,et al.  Inversion based fault detection and isolation , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[10]  M. Massoumnia A geometric approach to the synthesis of failure detection filters , 1986 .

[11]  Jakob Stoustrup,et al.  Integrating Control and Fault Diagnosis: A Separation Result , 1997 .

[12]  John E. White,et al.  Detection Filter Design: Spectral Theory and Algorithms , 1986, 1986 American Control Conference.

[13]  László Keviczky,et al.  Robust detection filter design in the presence of time-varying system perturbations , 1997, Autom..

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

[15]  C. R. Hanke,et al.  The Simulation of a Large Jet Transport Aircraft. Volume 1 - Mathematical Model , 1971 .

[16]  Andres Marcos,et al.  Linear Parameter Varying Modeling of the Boeing 747-100/200 Longitudinal Motion , 2001 .

[17]  Mohammad-Ali Massoumnia,et al.  A geometric approach to failure detection and identification in linear systems , 1986 .