用伽马分布评价受服务器到达时间影响的单单元系统的可靠性和可用性

Pub Date : 2019-11-14 DOI:10.13052/jrss2229-5666.1228
N. Nandal, S. Malik
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引用次数: 0

摘要

由于其固有的可靠性和可负担性,优先使用单单元系统而不是冗余系统。通过假定故障和维修时间的负指数分布,对一个或多个单元的可修系统进行了随机建模。事实上,可修复的系统可能有也可能没有恒定的故障和修复率。在这种情况下,可以考虑与不同时间点相关的随机变量具有单调性的其他分布。伽马分布是一种可以很好地拟合某些失效数据集的分布。负指数分布是这种分布的一种特殊情况。因此,本文通过考虑与系统故障和维修时间相关的随机变量的Gamma分布,评估了单单元系统的可靠性和可用性。使用单个服务器来执行修复活动。允许服务器花一些时间到达系统(称为到达时间)。系统所有的中转站均为再生点,因此利用再生点导出了可靠性测度的表达式。给出了参数在特定情况下的可靠性和可用性值。对于任意的参数值,这些测量的行为已经被观察到。
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ON USE OF GAMMA DISTRIBUTION FOR EVALUATION OF RELIABILITY AND AVAILABILITY OF A SINGLE UNIT SYSTEM SUBJECT TO ARRIVAL TIME OF THE SERVER
The preference to the use of single unit systems over the redundant systems has been given due to their intrinsic reliability and affordability. And, stochastic modeling of repairable systems of one or more unit has been done by assuming negative exponential distribution for failure and repair times. In fact, the repairable systems may or may not have constant failure and repair rates. In such situations some other distributions possessing monotonic nature of the random variables associated with different time points may be considered. Gamma distribution is one of the distributions that may offer a good fit to some set of failure data. Also, negative exponential distribution is a special case of this distribution. Hence, in this paper reliability and availability of a single unit system by considering Gamma distribution for the random variables associated with failure and repair times of the system have been evaluated. A single server is employed to carry out the repair activities. The server is allowed to take some time to arrive at the system (called arrival time). The system has all the transit points as regenerative and so regenerative point has been used to derive the expressions for reliability measures. The values of reliability and availability are obtained for particular situations of the parameters. The behavior of these measures has been observed for the arbitrary values of the parameters.  
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