Creator:

Tanaka, Shogo

Contributor:

Korbicz, Józef (1951- ) - red. ; Cempel, Czesław - red.

Title:

Fault detection in linear discrete dynamic systems using generalized-likelihood-ratio technique

Subtitle:

Analytical and Knowledge-Based Redundancy in Fault Detection and Diagnosis

Group publication title:

AMCS, volume 3 (1993)

Subject and Keywords:

sterowanie ; sterowanie-teoria ; sztuczna inteligencja ; matematyka stosowana ; informatyka

Abstract:

Generalized-likelihood-ratio (GLR) technique is used for fault detection in linear discrete dynamic systems. Based on fault detectability, three detection methods are first introduced; a reduced order step-hypothesized GLR (SHGLR) method, a reduced order tracking functional subspace method (TFSM), which makes use of the system information about input and observation, and a pattern recognition based method (PRBM), which recognizes the pattern of the curve of the reduced order SHGLR to detect the fault. Finally, the robustness on uncertainties of the system is considered.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1993

Resource Type:

artykuł

Pages:

445-460

Source:

AMCS, volume 3, number 3 (1993) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego