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2003 | 13 | 4 | 515-526
Tytuł artykułu

Test signal design for failure detection: A linear programming approach

Treść / Zawartość
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A new methodology for the design of filters that permits failure detection and isolation of dynamic systems is presented. Assuming that the normal and the faulty behavior of a process can be modeled by two linear systems subject to inequality bounded perturbations, a method for the on-line implementation of a test signal, guaranteeing failure detection, is proposed. To improve the fault detectability of the dynamic process, appropriate test signals are injected into the system. All the computations required by the proposed method are implemented as the solution of large sparse linear optimization problems. A simple numerical example is given to illustrate the proposed procedure.
Rocznik
Tom
13
Numer
4
Strony
515-526
Opis fizyczny
Daty
wydano
2003
otrzymano
2002-08-20
poprawiono
2003-06-02
Twórcy
  • Departamento de Electrónica FCEIA - CIUNR, Universidad Nacional de Rosario, Rio Bamba 245 bis, 2000 Rosario, Argentina
  • INRIA, Rocquencourt BP 105, 78153 Le Chesnay Cedex, France
  • INRIA, Rocquencourt BP 105, 78153 Le Chesnay Cedex, France
Bibliografia
  • Basseville M. and Benveniste A., (Eds.) (1985): Detection of Abrupt Changes in Signals and Dynamical Systems. -Berlin: Sprinter.
  • Basseville M., Benveniste A., Moustakids G. and Rougee A. (1987): Detection and diagnosis of changes in the eigenstructure of nonstationary multivariable system. -Automatica, Vol. 23, No. 4, pp. 479-489.
  • Clark R.N. (1978): Instrument fault detection. -IEEE Trans. Aerospace Electron. Syst., Vol. AES-14, pp. 456-465.
  • Clark R.N. and Setzer W. (1980): Sensor fault detection in a system with random disturbances. -IEEE Trans. Aerospace Electron. Syst., Vol. AES-16, pp. 468-473.
  • Clark R.N. and Walton V.M. (1975): Detecting instrument mal functions in control systems. - IEEE Trans. Aerospace Electron. Syst., Vol. AES-11, pp. 465-473.
  • Gertler J. (1998): Fault Detection and Diagnosis in Engineering Systems. -New York: Marcel Dekker.
  • Gondzio J. (1996): Multiple centrality corrections in a primal-dual method for linear programming. -Comput. Optim. Appl., Vol. 6, No. 2, pp. 137-156.
  • Isermann R. (1984): Process fault detection based on modeling and estimation methods. A survey. -Automatica, Vol. 20, No. 4, pp. 387-404.
  • Keresteciovglu F. (1993): Change Detection and Input Design in Dynamical Systems. -Taunton: Research Studies Press.
  • Mangoubi R.S. (1998): Robust Estimation and Failure Detection, A Concise Treatment. -Berlin: Springer.
  • Mehrotra S. (1992): On the implementation of a primal-dual interior point method. - SIAM J. Optim., Vol. 2, No. 4, pp. 575-601.
  • Mironovski L.A. (1980): Functional diagnosis of dynamic systems: A survey. - Autom. Remote Contr., Vol. 41, pp. 1122-1143.
  • Nikoukhah R. (1998): Guaranteed active failure detection and isolation for linear dynamical systems. -Automatica, Vol. 34, No. 11, pp. 1345-1358.
  • Rockafellar R.T. (1972): Convex Analysis. -Princeton: Princeton University Press.
  • Rubio Scola H. (1999): Solving large linear optimization problems with Scilab: Application to multicommodity problems. -Techn. Rep. No. 0227, INRIA, Rocquencourt.
  • Rubio Scola H. (2000a): Detection signal design for failure detection and isolation for linear dynamic systems. -Techn. Rep. No. 3935, INRIA, Rocquencourt.
  • Rubio Scola H. (2000b): Toolbox Scilab: Detection signal design for failure detection and isolation for linear dynamic systems. User's guide. -Techn. Rep. No. 0241, INRIA, Rocquencourt.
  • Rubio Scola H., Nikoukhah R. and Delebecque F. (2000): Detection signal design for failure detection: A linear linear programming approach. -Proc. 4th Symp. Fault Detection, Supervision and Safety for Technical Processes, Safeprocess'2000, Budapest, Hungary, Vol. 1, pp. 593-598.
  • Uosaki K., Tanaka I. and Sugiyama H. (1984): Optimal input design for autoregressive model discrimination with constrained output variance. -IEEE Trans. Automat. Contr., Vol.AC-29, No. 4, pp. 384-350.
  • Willsky A.S. (1976): A survey of design methods for failure detection in dynamic systems. -Automatica, Vol. 12, No. 4, pp. 601-611.
  • Zhang X.J. (1989): Auxiliary Signal Design in Fault Detection and Diagnosis. - Heidelberg: Springer.
  • Zhang Y. (1995): User's guide to LIPSOL. - Dept. Mathematics and Statistics, University of Maryland, Baltimore County, USA.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.bwnjournal-article-amcv13i4p515bwm
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