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Multiple Performance Parameters Fault Prediction Method Based on Gamma Process and Resemblance Coefficient.

Authors :
Li, Wei
Liang, Yuying
Cai, Jinyan
Zhang, Guolong
Source :
Proceedings of the First Symposium on Aviation Maintenance & Management-Volume II; 2014, p357-367, 11p
Publication Year :
2014

Abstract

A 20kHz signal board of radar is the research object and the circuit board reliability analysis is made by using performance degradation reliability theory. The rule of radar circuit board performance degradation in the electric impact environment was concluded with the testing data. Aiming at the insufficient of the multiple performance degradation parameters fault prediction method existing, a new method based on resemblance coefficient is present. The new method combine the signal processing technology with the performance degradation theory. The resemblance coefficient fused the multiple performance parameters degradation characteristics, so the multi-feature extraction difficulties of multiple performance parameters has been solved. Then, the Gamma process is used to describe resemblance coefficient degradation for modeling, extrapolated life information of the product, and finally, validity of this method was proved by the testing data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783642542329
Database :
Complementary Index
Journal :
Proceedings of the First Symposium on Aviation Maintenance & Management-Volume II
Publication Type :
Book
Accession number :
95554118
Full Text :
https://doi.org/10.1007/978-3-642-54233-6_40