Title :
An extend dependency matrix generation method using structure information
Author :
Wang, Lu ; Shi, Junyou ; Lin, XieGui
Author_Institution :
Sch. of Reliability & Syst. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
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, ×}. 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.
Keywords :
aircraft testing; design engineering; fault diagnosis; matrix algebra; PHM design; airborne system; aircraft testability modeling; extend dependency matrix generation method; real-time fault diagnosis principles; structure information; PHM; dependency matrix; fault; test; testability;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228921