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Reliability Estimation Based on the Degradation Amount Distribution Using Composite Time Series Analysis and Grey Theory Cover

Reliability Estimation Based on the Degradation Amount Distribution Using Composite Time Series Analysis and Grey Theory

By: Li Wang,,  Zaiwen Liu,  Xuebo Jin and  Yan Shi  
Open Access
|Sep 2013

Abstract

This paper puts forward a reliability estimation method by the Degradation Amount Distribution (DAD) of products, using a composite time series modeling procedure and grey theory based on a random failure threshold. Product DAD data are treated as a composite time series and described using a composite time series model to predict a long-term trend of degradation. The degradation test is processed for a certain electronic product and the degradation data is collected for reliability estimation. Comparison among the reliability evaluation by DAD composite time series analysis and grey theory, based on a constant and a random failure threshold, reliability evaluation by DAD regression analysis based on a random failure threshold, reliability evaluation by degradation path time series analysis, and real reliability of the electronic product is done. The results show that the reliability evaluation of the product using the method proposed is the most creditable of all.

DOI: https://doi.org/10.2478/cait-2013-0021 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 3 - 14
Published on: Sep 20, 2013
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2013 Li Wang,, Zaiwen Liu, Xuebo Jin, Yan Shi, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons License.