Title :
Competing causes of failure and reliability tests for Weibull lifetimes under type I progressive censoring
Author :
Balasooriya, Uditha ; Low, C.-K.
Author_Institution :
Nanyang Bus. Sch., Nanyang Technol. Univ., Singapore
fDate :
3/1/2004 12:00:00 AM
Abstract :
For many high reliability products where very few items are expected to fail during the test period, testing under normal conditions is not feasible. Further, the requirement for high reliability increases the need for test procedures which yield valuable degradation and other useful information for improving product reliability. Thus in some manufacturing and other experiments, various types of failure censored and accelerated life tests are commonly employed for life testing. In this paper we discuss Type I progressively censored variable-sampling plans for Weibull lifetime distributions under competing causes of failure. The proposed procedure is attractive as it yields useful degradation-related information for improving product quality. In addition, the procedure is useful when a test is conducted under severe time constraint and/or when the experimenter wishes to save costly specimens or scarce test facilities for other use.
Keywords :
Weibull distribution; failure analysis; life testing; production testing; reliability; sampling methods; Weibull lifetime distribution; accelerated life test; acceptance sampling; degradation-related information; extreme-value distribution; life testing; product quality; reliability test; type I progressive censoring; variable-sampling plan; Degradation; Life estimation; Life testing; Lifetime estimation; Maximum likelihood estimation; Parameter estimation; Sampling methods; Test facilities; Time factors; Weibull distribution;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2003.821947