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.