DocumentCode :
1351398
Title :
Reliability Enhancement Through Optimal Burn-In
Author :
Kuo, Way
Author_Institution :
Dept. of Industrial Engineering; 212 Marston Hall; Iowa State University; Ames, IA 50011 USA.
Issue :
2
fYear :
1984
fDate :
6/1/1984 12:00:00 AM
Firstpage :
145
Lastpage :
156
Abstract :
Burn-in is an important screening method used in predicting, achieving, and enhancing field reliability. Although electronics burn-in has been studied qualitatively, no comprehensive quantitative approach exists for determining optimal burn-in periods. This paper presents a cost-optimization model from a system viewpoint, with burn-in periods for the components as the decision variables. This model is applied to an electronic product recently developed which uses many ICs. State-of-the-art ICs have high early-failure rates and long infant mortality periods. Proper use of burn-in reduces early failure rates and reduces system deployment costs. The total cost to be minimized is formulated as a function of the mean costs of the component, device burn-in, shop repair, and field repair, which in turn are functions of the mean number of failures during and after burn-in. Component and system reliability are constraints that have to be satisfied. The early device failures are assumed to have a Weibull distribution. The formulated problem, with failure rates and cost factors, is optimized. Some basic properties of reliability and cost functions are discussed.
Keywords :
Art; Cost function; Failure analysis; History; Optimization methods; Reliability; Statistical analysis; Statistical distributions; Steady-state; Weibull distribution; Burn-in; Generalized Reduced Gradient (GRG) Method; Optimization; Weibull distribution;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/TR.1984.5221760
Filename :
5221760
Link To Document :
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