An extend dependency matrix generation method using structure information

  • Lu Wang*
  • , Junyou Shi
  • , Xie Gui Lin
  • *Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

Abstract

The application of dependency matrix in aircraft testability modeling and PHM design is analyzed, and the real-time fault diagnosis principles by tests based on dependency matrix are described. Aiming at the situation that each fault is commonly associated with many tests in the dependency matrix of a system, the definition of an extend dependency matrix and its generation method based on structure information are proposed. The main steps of this method include establishing the structure information for a system, defining extend fault and test, analyzing the correlations between faults and tests which come from different structure, and generating an extend dependency matrix which is formed by three values in {0, 1, X}. An airborne system is taken as an application example, and the result shows that extend dependency matrix can effectively reduce the number of tests monitored in fault diagnoses.

Original languageEnglish
DOIs
StatePublished - 2012
Event2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012 - Beijing, China
Duration: 23 May 201225 May 2012

Conference

Conference2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012
Country/TerritoryChina
CityBeijing
Period23/05/1225/05/12

Keywords

  • dependency matrix
  • fault
  • PHM
  • test
  • testability

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