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
相关论文
共 50 条
[1]   Bivariate preventive maintenance for repairable systems subject to random shocks [J].
Cha, Ji Hwan ;
Finkelstein, Maxim ;
Levitin, Gregory .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2017, 231 (06) :643-653
[2]   Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types [J].
Dong, Wenjie ;
Du, Junliang ;
Yang, Mengyue ;
Liu, Sifeng .
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2024, 31 (04) :2716-2733
[3]   Scheduling optimal replacement policies for a stochastically deteriorating system subject to two types of shocks [J].
Dong, Wenjie ;
Liu, Sifeng ;
Cao, Yingsai ;
Javed, Saad Ahmed .
ISA TRANSACTIONS, 2021, 112 :292-301
[4]   On preventive maintenance scheduling for the systems exposed to aging and external shocks [J].
Hashemi, Marzieh ;
Asadi, Majid ;
Tavangar, Mahdi .
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2022, 38 (04) :590-608
[5]   Maintenance Optimization for Repairable Deteriorating Systems under Imperfect Preventive Maintenance [J].
Lee, Juhyun ;
Kim, Byunghoon ;
Ahn, Suneung .
MATHEMATICS, 2019, 7 (08)
[6]   Quantitative assessments of performance and robustness of maintenance policies for stochastically deteriorating production systems [J].
Cherkaoui, H. ;
Huynh, K. T. ;
Grall, A. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2018, 56 (03) :1089-1108
[7]   Optimal preventive maintenance for coherent systems whose failure occurs due to aging or external shocks [J].
Hashemi, M. ;
Tavangar, M. ;
Asadi, M. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 163
[8]   Multi-level maintenance strategy of deteriorating systems subject to two-stage inspection [J].
Yang, Li ;
Zhao, Yu ;
Ma, Xiaobing .
COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 118 :160-169
[9]   Bivariate preventive maintenance of systems with lifetimes dependent on a random shock process [J].
Cha, Ji Hwan ;
Finkelsteinb, Maxim ;
Levitin, Gregory .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 266 (01) :122-134
[10]   Maintenance of Deteriorating Systems Subject to Shocks [J].
G. Sarada ;
A. Rangan .
OPSEARCH, 2000, 37 (3) :259-266