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
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