DocumentCode :
1071037
Title :
Improvement on “Sequential Testing” in MIL-HDBK-781A and IEC 61124
Author :
Michlin, Yefim Haim ; Meshkov, Lyubov ; Grunin, Irit
Author_Institution :
Fac. of Ind. & Manage. Eng., Technion Israel Inst. of Technol, Haifa
Volume :
57
Issue :
2
fYear :
2008
fDate :
6/1/2008 12:00:00 AM
Firstpage :
379
Lastpage :
387
Abstract :
This paper presents results of an analysis of the sequential test (ST) procedures described in MIL-HDBK-781A, and IEC 61124, intended for checking the mean Time Between Failures (TBF) value under an exponential distribution of the TBF. The methodological basis of the calculations consists in discretization of the ST process through subdivision of the time axis in small segments. By this means, the process is converted into a binomial for which an algorithm, and a fast computer program have been developed; and most important of all, a tool is provided for searching for the optimal truncation. The influence of truncation by time on the Expected Test Time (ETT) characteristics was studied; and an improved truncation method, minimizing this influence, was developed. The distributions of the test times were determined. The type A plan characteristics in IEC 61124:2006 have substantial inconsistencies in the probabilities of types I & II errors (up to a factor of 2), and in the ETT (up to 17%). We checked these results by using the binomial-recursive method, and by simulation. The Type C plans, reproduced from GOST R27.402:2005, are consistent; but there is scope (and need) for substantial improvement of the search algorithm for the optimal parameters.
Keywords :
binomial distribution; exponential distribution; reliability theory; testing; GOST R27.402:2005; IEC 61124; MIL-HDBK-781A; binomial-recursive method; expected test time characteristics; exponential distribution; search algorithm; sequential testing; time between failures value; truncation method; Mean time between failures; sequential testing; test truncation;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/TR.2008.916886
Filename :
4453875
Link To Document :
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