组分(热力学)
过程(计算)
可靠性工程
伽马过程
随机过程
计算机科学
维纳过程
工程类
数学优化
数学
热力学
统计
操作系统
物理
数学分析
作者
Jiaqi Yin,Shaomin Wu,Virginia Spiegler
出处
期刊:International Journal of Quality & Reliability Management
[Emerald Publishing Limited]
日期:2023-03-13
卷期号:41 (9): 2249-2268
标识
DOI:10.1108/ijqrm-06-2022-0168
摘要
Purpose This paper models the deterioration process of a multi-component system. Each deterioration process is modelled by the Wiener process. The purposes of this paper are to address these issues and consider the cost process based on the multi-component system. Design/methodology/approach Condition-based Maintenance is a method for reducing the probability of system failures as well as the operating cost. Nowadays, a system is composed of multiple components. If the deteriorating process of each component can be monitored and then modelled by a stochastic process, the deteriorating process of the system is a stochastic process. The cost of repairing failures of the components in the system forms a stochastic process as well and is known as a cost process. Findings When a linear combination of the processes, which can be the deterioration processes and the cost processes, exceeds a pre-specified threshold, a replacement policy will be carried out to preventively maintain the system. Originality/value Under this setting, this paper investigates maintenance policies based on the deterioration process and the cost process. Numerical examples are given to illustrate the optimisation process.
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