Implementing a bivariate preventive maintenance strategy for stochastically deteriorating systems with two types of shocks

被引:1
作者
Chang, Jun [1 ,2 ]
Dong, Wenjie [1 ]
Fang, Zhigeng [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, 29 Jiangjun Ave, Nanjing 211106, Peoples R China
[2] Huaiyin Normal Univ, Sch Econ & Management, 71 Jiaotong Rd, Huaian 223001, Peoples R China
基金
中国国家自然科学基金;
关键词
degradation modelling; random shocks; mutual dependence; two types of shocks; preventive maintenance; COMPETING FAILURE PROCESSES; REPLACEMENT POLICIES; DEGRADATION; RELIABILITY; SUBJECT; COMPONENTS; MODEL; QUALITY; COST;
D O I
10.1504/EJIE.2023.129450
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper mainly investigates a preventive replacement policy for a system subject to both a deteriorating process and a shock process. Firstly, the stochastic deterioration is modelled with a general degradation path model, and the arrival numbers of external shocks are described with a non-homogeneous Poisson process (NHPP). The two processes are mutually dependent and the shock process itself has two distinct effectiveness including a minor one and a major one. Afterwards, system reliability function is constructed analytically. Finally, a bivariate preventive maintenance policy is put forward. The average maintenance cost rate is formulated and optimised for two special cases, respectively. To demonstrate the effectiveness of the proposed model, a sliding spool in a realistic hydraulic control system is studied.
引用
收藏
页码:169 / 191
页数:24
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