Fuzzy Observer based Fault Accommodation for Nonlinear Systems

In this paper, a novel approach of fuzzy observer based fault accommodation for a class of nonlinear systems is presented. The estimation of actuator fault is used to reconfigure the control law to compensate the fault. The proposed method is verified on F-16 aircraft example. Simulation results demonstrate the performance of the approach.

[1]  Jiang Bin Fault accommodation for a class of nonlinear systems based on neural network observer , 2007 .

[2]  Marcel Staroswiecki,et al.  Analytical redundancy relations for fault detection and isolation in algebraic dynamic systems , 2001, Autom..

[3]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Wpmh Maurice Heemels,et al.  Proc. of the 38th IEEE Conference on Decision and Control , 1999 .

[5]  John H. Blakelock,et al.  Automatic control of aircraft and missiles , 1965 .

[6]  J.J. Gertler,et al.  Survey of model-based failure detection and isolation in complex plants , 1988, IEEE Control Systems Magazine.

[7]  Steven X. Ding,et al.  Current development in the theory of FDI , 2000 .

[8]  Hong Wang,et al.  Design of fault diagnosis filters and fault-tolerant control for a class of nonlinear systems , 2001, IEEE Trans. Autom. Control..

[9]  Bin Jiang,et al.  Fault diagnosis based on adaptive observer for a class of non-linear systems with unknown parameters , 2004 .

[10]  Marcel Staroswiecki,et al.  Fault Accommodation for Nonlinear Dynamic Systems , 2006, IEEE Transactions on Automatic Control.

[11]  C. J. Lopez-Toribio,et al.  Fuzzy observers for nonlinear dynamic systems fault diagnosis , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[12]  X. Steven Ding,et al.  Current Developments in the Theory of FDI , 2000 .

[13]  D. N. Shields Observer design and detection for nonlinear descriptor systems , 1997 .

[14]  João Miguel da Costa Sousa,et al.  Fuzzy model-based fault detection and isolation , 2003, EFTA 2003. 2003 IEEE Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.03TH8696).

[15]  Bin Jiang,et al.  Robust fault diagnosis for a class of linear systems with uncertainty , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[16]  Bin Jiang,et al.  Fault estimation and accommodation for linear MIMO discrete-time systems , 2005, IEEE Transactions on Control Systems Technology.

[17]  Marios M. Polycarpou,et al.  Learning methodology for failure detection and accommodation , 1995 .

[18]  Marcel Staroswiecki,et al.  From control to supervision , 2000, Annu. Rev. Control..