Accuracy in Estimation of the Reliability of an Item in a Small Sample of Failure-Free Tests

被引：0
|
作者：
Smirnov, A. V. [1 ]
Belobragin, B. A. [1 ]
Avotyn'a, B. A. [1 ]
Levin, A. S. [1 ]
机构：
[1] NPO Splav, Tula, Russia
来源：
JOURNAL OF MACHINERY MANUFACTURE AND RELIABILITY | 2023年 / 52卷 / 02期
关键词：
reliability; Bayes theorem; method of moments; maximum likelihood estimation;
D O I：
10.3103/S1052618823020097
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
A posteriori estimates of the parameter of reliability obtained on the basis of the mathematical expectation of the parameter and the variance calculated by the results of a limited number of Bernoulli trials taking into account additional information are examined. The novelty of the results consists in the predictions of the accuracy of the estimation of the parameter of reliability depending on the method of a priori information accounting in addition to a limited number of failure-free tests. The scope of the obtained results includes estimates of the indices of reliability of a highly reliable nonrepairable single-action item based on a small number of tests using a priori information.
引用
收藏
页码：134 / 143
页数：10
相关论文
共 50 条
  • [21] APPROXIMATE BAYESIAN-ESTIMATION OF THE PROBABILITY OF FAILURE-FREE OPERATION FOR A CLASS OF AGING DISTRIBUTIONS
    SAVCHUK, VP
    SOVIET JOURNAL OF COMPUTER AND SYSTEMS SCIENCES, 1986, 24 (02): : 37 - 43
  • [22] NONPARAMETRIC CONFIDENCE ESTIMATION OF THE QUANTILES OF THE DURATION OF FAILURE-FREE OPERATION IN CLASSES OF CONTINUOUS AND AGING DISTRIBUTIONS
    KAMINSKIY, MP
    ENGINEERING CYBERNETICS, 1984, 22 (01): : 10 - 14
  • [23] SMALL SAMPLE POWER OF SOME TESTS OF CONSTANT FAILURE RATE
    FERCHO, WW
    RINGER, LJ
    TECHNOMETRICS, 1972, 14 (03) : 713 - &
  • [24] RELIABILITY OF RENEWABLE STANDBY SYSTEMS UNDER GENERAL DISTRIBUTIONS OF THE TIME OF FAILURE-FREE OPERATION OF ITS ELEMENTS
    GENIS, YG
    SOVIET JOURNAL OF COMPUTER AND SYSTEMS SCIENCES, 1985, 23 (03): : 103 - 109
  • [25] A conservative confidence bound for the probability of failure on demand of a software-based system based on failure-free tests of its components
    Bishop, Peter
    Povyakalo, Andrey
    Reliability Engineering and System Safety, 2020, 203
  • [26] A conservative confidence bound for the probability of failure on demand of a software-based system based on failure-free tests of its components
    Bishop, Peter
    Povyakalo, Andrey
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 203
  • [27] Improvement of Software Reliability Estimation Accuracy with Consideration of Failure Removal Effort
    Kang, Myungmuk
    Choi, Okjoo
    Shin, Juhwan
    Baik, Jongmoon
    INTERNATIONAL JOURNAL OF NETWORKED AND DISTRIBUTED COMPUTING, 2013, 1 (01) : 25 - 36
  • [28] Power failure: why small sample size undermines the reliability of neuroscience
    Katherine S. Button
    John P. A. Ioannidis
    Claire Mokrysz
    Brian A. Nosek
    Jonathan Flint
    Emma S. J. Robinson
    Marcus R. Munafò
    Nature Reviews Neuroscience, 2013, 14 : 365 - 376
  • [29] Power failure: why small sample size undermines the reliability of neuroscience
    Button, Katherine S.
    Ioannidis, John P. A.
    Mokrysz, Claire
    Nosek, Brian A.
    Flint, Jonathan
    Robinson, Emma S. J.
    Munafo, Marcus R.
    NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) : 365 - 376
  • [30] Research on reliability assessment of success or failure product based on small sample
    Li, Han-peng
    Xuan, Zhao-long
    Wang, Yao-dong
    CIVIL, ARCHITECTURE AND ENVIRONMENTAL ENGINEERING, VOLS 1 AND 2, 2017, : 959 - 963
12345