DocumentCode :
2468627
Title :
Information fusion method in fault modes
Author :
Weiwei Hu ; Qi, Jin ; Mou, Raowen ; Sun, Yufeng
Author_Institution :
Reliability & Syst. Eng. Dept., Beihang Univ., Beijing, China
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
1
Lastpage :
5
Abstract :
With more and more importance attached on the reliability of electronic products, in order to solve the problems occurred during the fault diagnosis and reasoning of electronic products, this paper takes the simulation-based circuit signal as the project, and in-depth studies information fusion methods for failure mode identification. Then this paper establishes the information fusion model of the fault circuit, and raises the basic probability distribution function for the neural network and enriched the applications of the DS evidence theory. In the end the failure mode identification of the circuit was achieved, which provided support for a higher level to fault reasoning.
Keywords :
electronic products; failure analysis; fault diagnosis; probability; production engineering computing; reliability; DS evidence theory; electronic products reasoning; electronic products reliability; failure mode identification; fault circuit; fault diagnosis; fault modes; information fusion method; information fusion methods; information fusion model; neural network; probability distribution function; simulation-based circuit signal; fault circuit; fault mode recognition; information fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
ISSN :
2166-563X
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
Type :
conf
DOI :
10.1109/PHM.2012.6228815
Filename :
6228815
Link To Document :
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