A fault detection and isolation filter for discrete linear systems

L. Giovanini, R. Dondo

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

The problem of fault and/or abrupt disturbances detection and isolation for discrete linear systems is analyzed in this work. A strategy for detecting and isolating faults and/or abrupt disturbances is presented. The strategy is an extension of an already existing result in the continuous time domain to the discrete domain. The resulting detection algorithm is a Kalman filter with a special structure. The filter generates a residuals vector in such a way that each element of this vector is related with one fault or disturbance. Therefore the effects of the other faults, disturbances, and measurement noises in this element are minimized. The necessary stability and convergence conditions are briefly exposed. A numerical example is also presented.
LanguageEnglish
Pages307-317
Number of pages10
JournalISA Transactions
Volume42
Issue number4
Publication statusPublished - 2003

Fingerprint

Fault Detection and Isolation
fault detection
linear systems
Discrete Systems
Fault detection
Linear systems
isolation
Fault
disturbances
Disturbance
Linear Systems
Filter
filters
Kalman filters
Convergence Condition
Stability and Convergence
noise measurement
Stability Condition
Kalman Filter
Isolation

Keywords

  • fault detection
  • electrical systems
  • linear systems

Cite this

Giovanini, L., & Dondo, R. (2003). A fault detection and isolation filter for discrete linear systems. ISA Transactions, 42(4), 307-317.
Giovanini, L. ; Dondo, R. / A fault detection and isolation filter for discrete linear systems. In: ISA Transactions. 2003 ; Vol. 42, No. 4. pp. 307-317.
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Giovanini, L & Dondo, R 2003, 'A fault detection and isolation filter for discrete linear systems' ISA Transactions, vol. 42, no. 4, pp. 307-317.

A fault detection and isolation filter for discrete linear systems. / Giovanini, L.; Dondo, R.

In: ISA Transactions, Vol. 42, No. 4, 2003, p. 307-317.

Research output: Contribution to journalArticle

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