共查询到17条相似文献,搜索用时 93 毫秒
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设指数寿命型元件有成败型试验数据,在ti时刻随机抽取Ni个元件试验,结果无失效元件,基于试验数据(ti,Ni,Ni)(i=(1,k)^-,讨论了元件及系统的可靠性置信限。 相似文献
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基于元件的定期检测数据,不确定数据,通过把各检测时刻的元件的试验数据,折合成t时刻下元件的伪试验数据来确定元件的贮存可靠性的置信限。给出的数字例并进行了模拟计算,证实新方法效果偏好,操作方便。 相似文献
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本文研究了由κ个相互独立的元件和一个转换开关组成的贮备系统.假设元件的寿命服从对数正态分布,转换开关为成败型,本文给出了系统可靠性的表达式、点估计以及Fiducial和Bayes置 信下限.此外,还给出了系统可靠性的点估计以及置信下限的数值计算方法.在小样本情形下, 通过数值比较研究了Fiducial置信下限和Bayes置信下限的覆盖率性质. 相似文献
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针对装备系统中部件关键重要程度不同的情况,以具有使用与维修优先权的多部件冷贮备系统为研究对象,利用适用性较强的phase-type(PH)分布代替以往在可靠性建模中采取的指数分布、Weibull分布等典型分布,统一描述了系统各部件的寿命和维修时间,并建立了通用性更好的系统可靠性模型。在模型解析过程中,采用矩阵解析方法,获得了系统的可靠度函数、稳态可用度以及系统平均开工时间、平均停工时间等工程实践中常用的系统可靠性指标解析表达式,并利用算例验证了模型的适用性,讨论了贮备部件数量对系统可靠性指标的影响。研究结果表明,利用PH分布对具有使用和维修优先权的冷贮备系统进行可靠性解析建模,不仅具有良好的解析特性,而且能够有效地保证模型的适用性,在工程实践中具有良好的应用价值。 相似文献
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基于隐蔽的系统成败型数据的元件可靠性的极大似然估计和区间估计 总被引:4,自引:1,他引:3
考虑由3个独立工作的成败型元件组成的串联系统,利用隐蔽的系统寿命试验数据求元件可靠性的极大似然估计和区间估计,给出了数值例子。 相似文献
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Some specific comparisons are made in this note between the use of the asymptotic Chi-square distribution of the likelihood ratio and the asymptotic normality of the maximum likelihood estimates to obtain confidence interval for reliabilities of arbitrary systems when only failure data on the components is known. In all the comparisons made, using moderate samples and systems of average complexity, the asymptotic Chi-square appears to give much more accurate confidence intervals. Although the asymptotic Chi-square method requires more computation for most systems than does the method based on asymptotic normality, these examples indicate the Chi-square method would yield superior results in most practical instances. 相似文献
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Albert Madansky 《技术计量学》2013,55(4):495-503
Suppose a complex mechanism, e.g., a missile, is built up from a number of different types of components, where the reliability of each of the components has been estimated by means of separate tests on each of the components. This paper gives a method for combining such data to determine approximate confidence limits for the reliability of the complete mechanism. More precisely, a method of determining approximate confidence limits for the reliability of “series,” “parallel,” and “seriesparallel” systems is given, based on observed failures of the individual components. It is assumed that the failures are independent, and that failures of a given component follow a binomial distribution with unknown parameter, the component reliability. The large-sample properties of the likelihood-ratio test are then used to construct the appropriate confidence limits for the system reliability. 相似文献
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Frank E. Grubbs 《技术计量学》2013,55(4):865-871
The computation of exact confidence limits on the reliability of systems using sample data on components turns out to be a very involved process or one requiring very extensive Monte Carlo runs on computers. We suggest here a simple, straight-forward procedure for approximating the fiducial probability bounds on the true system reliability which may be used as approximations to confidence bounds for the reliability of a series system for which each component has an exponential time-to-fail distribution. 相似文献
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This article describes an evaluation method for reliability and hazard rate of lifetime distribution confidence lower limits for electronic stability control (ESC) system using test data from multistage and subsystems. This method provides estimation that can potentially and significantly reduce the amount of testing, without sacrificing the one‐sided confidence level of reliability. This also allows quicker design verification and validation for ESC systems. The method is derived under the assumption that the reliability parameter is a random variable with a given distribution function, and the product's reliability increases monotonously during the development process. This new method is applied to the analysis of reliability of an ESC system. Copyright © 2012 John Wiley & Sons, Ltd. 相似文献
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S. Balamurali 《Quality Engineering》2003,15(4):643-648
The capability indices are widely used by quality professionals as an estimate of process capability. Recently, techniques and tables were developed to construct confidence limits for each index. These techniques are based on the assumption that the underlying process is normally distributed. In industries it may not be possible to get large samples, and, hence, the normality assumption is often violated. For the short-run production processes where sample size is small, appropriate indices can be developed. In this article, the capability indices such as Cp, Cpk, and Cpm are modified, and appropriate capability indices are constructed. A further bootstrap technique is used to define the confidence intervals. A simulation using two distributions (one normal and the other nonnormal) is conducted, and a comparison is made to show the performances of the three nonparametric confidence intervals. 相似文献
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In this work, approximate confidence intervals are derived for the standard deviation of a log‐normal distribution. Simulations are conducted to evaluate the coverage probability, average length, and coverage bias of the derived approximate confidence intervals. The simulation results indicate that the proposed approximate confidence intervals perform reasonably well when the standard deviation of the log‐transformed variable is small. The approximate confidence intervals are applied to a phase I pharmacokinetic study and a real data set concerning a lab testing of reference engine oil. Copyright © 2015 John Wiley & Sons, Ltd. 相似文献