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On the performance of high-gain residuals for detecting faults in a pipeline system

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A theoretical class of nonlinear systems is considered. An n-dimensional pipeline system is examined, as an example system, for investigating the effectiveness of a high-gain observer-based residual for detecting faults. Detailed conditions are given for the investigation of residual effectiveness, such as selection of operating points, control inputs, sensor faults, component faults, fault positions and observer eigenvalues. Then, for various values of n, defined fault types and defined fault positions, the observer-residual performance is noted and characteristics are derived and compared. Qualitative and quantitative evidence in graphical and table form shows, in several ways, how the performance and effectiveness of observer-based residuals change as n, and system complexity, increases.
Czasopismo
Rocznik
Strony
5--16
Opis fizyczny
Bibliogr. 14 poz.,
Twórcy
autor
  • Coventry University, Coventry, CV1 5FB, United Kingdom
Bibliografia
  • [1] Patton R., Frank P., Clark R., Fault Diagnosis in Dynamic Systems, Theory and Application Prentice Hall, London, 1989.
  • [2] Marino R., Tomei P., Adaptive observers with arbitrary exponential rate of convergence for linear systems, IEEE, Trans. Autom. Control, 40, 1995, 1300-1304.
  • [3] Edwards C., Spurgeon S. K., Patton R. J., Sliding mode observers for fault detection and isolation, Automatica, 36, 2000, 541-553.
  • [4] Yu D., Shields D. N., A bilinear fault detection observer. Automatica, 32, 1996, 1597-1602.
  • [5] Edelmajer A., Boker J., Szigeti P., Kevicsky L., Robust detection filter design in the presence of time-varying system perturbations, Automatica, 33, 1997, 471-475.
  • [6] Young H. K., Frank L. L., Chaouki T. A., A dynamic recurrent neural-network-based adaptive observer for a class of nonlinear systems, Automatica, 33, 1997, 1539-1543.
  • [7] Numeijer H., Van der Schaft A., Nonlinear Dynamical Control Systems, Springer-Verlag New York, 1990.
  • [8] De Persis C., Isidori A., A geometric approach to nonlinear fault detection and isolation, Proceedings of IFAC Safeprocess2000, 2000, 209-214.
  • [9] Shields D. N., Ashton S. A., Daley S., Design of observers for detecting faults in hydraulic subsea pipelines. Control Engineering Practice, 9, 2001, 297-311.
  • [10] Shields D. N., Du S., Fault detection observers for continuous non-linear systems of general degree. Int. Jnl. of Control, 76, 2003, 953-962.
  • [11] Shields D. N., Daley S., A quantitative fault detection method for a class of nonlinear system, Trans. Inst, of Measurement and Control (MC), 20, 1998, 125-133.
  • [12] Staroswieki M., Comtet-Varga G., Analytic redundancy relations for fault detection and isolation in algebraic dynamic systems, Automatica, 37, 2000, 687-699.
  • [13] Yu D., Shields D. N., Bilinear fault detection observer and its application to a hydraulic drive system. Int. Jnl. of Control, 64, 1996, 1023-1047.
  • [14] Yu D., Shields D. N., Extension of parity-space method to fault diagnosis of bilinear systems, Ini Jnl. of Systems Science, 33, 2001, 953-962.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPW4-0002-0126
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