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Maintenance policies considering degradation and cost processes for a multicomponent system

Yin, Jiaqi, Wu, Shaomin, Spiegler, Virginia (2024) Maintenance policies considering degradation and cost processes for a multicomponent system. International Journal of Quality & Reliability Management, 41 (9). pp. 2249-2268. ISSN 0265-671X. (doi:10.1108/ijqrm-06-2022-0168) (KAR id:99948)

Abstract

This paper models the deterioration process of a multi-component system. Each deterioration process is modelled by the Wiener process. Design/methodology/approach (limit 100 words) Condition-based maintenance (CbM) 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 (limit 100 words) 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 (limit 100 words) 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.

Item Type: Article
DOI/Identification number: 10.1108/ijqrm-06-2022-0168
Additional information: This author accepted manuscript is deposited under a Creative Commons Attribution Non-commercial 4.0 International (CC BY-NC) licence. This means that anyone may distribute, adapt, and build upon the work for non-commercial purposes, subject to full attribution. If you wish to use this manuscript for commercial purposes, please contact permissions@emerald.com.
Uncontrolled keywords: Reliability Paper, Condition-based maintenance, Age replacement policy, Block replacement policy, Cost process, Wiener process
Subjects: H Social Sciences > HF Commerce > HF5351 Business
Divisions: Divisions > Kent Business School - Division > Department of Analytics, Operations and Systems
SWORD Depositor: JISC Publications Router
Depositing User: Shaomin Wu
Date Deposited: 10 Feb 2023 14:50 UTC
Last Modified: 12 Nov 2024 14:25 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/99948 (The current URI for this page, for reference purposes)

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