DocumentCode
1251832
Title
Variance of system-reliability estimates with arbitrarily repeated components
Author
Jin, Tongdan ; Coit, David W.
Author_Institution
Dept. of Ind. Eng., Rutgers Univ., Piscataway, NJ, USA
Volume
50
Issue
4
fYear
2001
fDate
12/1/2001 12:00:00 AM
Firstpage
409
Lastpage
413
Abstract
A model is developed to determine the variance of system reliability estimates and to estimate confidence intervals for series-parallel systems with arbitrarily repeated components. For these systems, different copies of the same component-type are used several or many times within the system, but only a single reliability estimate is available for each distinct component-type. The single estimate is used everywhere the component appears in the system design, and component estimation-error is then magnified at the system-level. The "system-reliability estimate" variance and confidence intervals are derived when the number of component failures follow the binomial distribution with an unknown, yet estimable, probability of failure. The "system-reliability estimate" variance and confidence intervals are obtained by expressing system reliability as a linear sum of products of higher order moments for component unreliability. The generating function is used to determine the moments of the component-unreliability estimates. This model is preferable for many system reliability estimation problems because it does not require independent component and subsystem reliability estimates; it is demonstrated with an example
Keywords
binomial distribution; failure analysis; reliability theory; arbitrarily repeated components; binomial distribution; component estimation error; component unreliability; confidence intervals estimation; failure probability; reliability estimate; series-parallel systems; system reliability estimates variance; Engineering profession; Helium; Industrial engineering; Maximum likelihood estimation; Measurement standards; Measurement uncertainty; Random variables; Reliability; Stress; Upper bound;
fLanguage
English
Journal_Title
Reliability, IEEE Transactions on
Publisher
ieee
ISSN
0018-9529
Type
jour
DOI
10.1109/24.983403
Filename
983403
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