Approximately Optimum Confidence Bounds on Series- and Parallel-system Reliability for Systems with Binomial Subsystem Data

A method is derived for obtaining either randomized or nonrandomized lower confidence bounds on the reliability of independent series or parallel systems when subsystem data are binomially distributed. Both types of confidence bounds agree with published values of optimum confidence bounds to within about a unit in the second significant figure. In using the method derived for obtaining nonrandomized confidence bounds there is no difficulty with the number of subsystems in the system or of a requirement of equal sample sizes, as with the standard method of obtaining the optimum bounds. Existence of subsystems for which no failures are observed also presents no difficulty, in contrast to the maximum-likelihood and likelihood-ratio approximations. Numerical comparisons are made between optimum confidence bounds and those based on other approximating methods.

[1]  Frank E. Grubbs,et al.  Approximately optimum confidence bounds on series system reliability for exponential time to failure data , 1972 .

[2]  Sam C. Saunders,et al.  Comparison of Two Methods of Obtaining Approximate Confidence Intervals for System Reliability , 1968 .

[3]  E. B. Wilson,et al.  The Distribution of Chi-Square. , 1931, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Joseph Bram CONFIDENCE LIMITS FOR SYSTEM RELIABILITY , 1968 .

[5]  Frank E. Grubbs,et al.  Approximate Fiducial Bounds for the Reliability of a Series System for Which Each Component has an Exponential Time-to-Fail Distribution , 1971 .

[6]  Robert J. Buehler,et al.  Some Inferences about Gamma Parameters with an Application to a Reliability Problem , 1963 .

[7]  Robert J. Buehler,et al.  Confidence Intervals for the Product of Two Binomial Parameters , 1957 .

[8]  Albert Madansky,et al.  APProximate Confidence Limits for the Reliability of Series and Parallel Systems , 1965 .

[9]  Bernard Harris,et al.  Hypothesis Testing and Confidence Intervals for Products and Quotients of Poisson Parameters with Applications to Reliability , 1971 .

[10]  Nancy R. Mann Simplified Expressions for Obtaining Approximately Optimum System-Reliability Confidence Bounds from Exponential Subsystem Data , 1974 .

[11]  M. Springer,et al.  Bayesian Confidence Limits for Reliability of Redundant Systems when Tests are Terminated at First Failure , 1968 .

[12]  Arthur M. Breipohl,et al.  A Consideration of the Bayesian Approach in Reliability Evaluation , 1965 .

[13]  J. L. Verrall,et al.  Confidence Limits for System Reliability: A Sequential Method , 1971 .

[14]  W. S. Connor The Conditional Distribution of Sets of Tests on a System Simulated From Tests on its Components , 1963 .