Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies

Do, Phuc, Assaf, Roy, Scarf, Phil and Iung, Benoit 2019. Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies. Reliability Engineering and System Safety 182 , pp. 86-97. 10.1016/j.ress.2018.10.007

PDF - Accepted Post-Print Version Available under License Creative Commons Attribution Non-commercial No Derivatives. Download (4MB)

Abstract

This paper develops a model of a condition-based maintenance policy for a two-component system with both stochastic and economic dependencies. The stochastic dependency is such that the degradation rate of each component depends not only on its own state (degradation level) but also on the state of the other component. The economic dependency is such that combining multiple maintenance activities has lower cost than performing maintenance on components separately. To select a component or components to be preventively maintained, adaptive preventive maintenance and opportunistic maintenance rules are proposed. A cost model is developed to find the optimal values of decision variables. A case study of a gearbox system demonstrates the utility of the proposed model.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Business (Including Economics)
Publisher:	Elsevier
ISSN:	0951-8320
Funders:	FP7-PEOPLE-2013-ITN #608022
Date of First Compliant Deposit:	6 December 2020
Date of Acceptance:	18 October 2018
Last Modified:	07 Nov 2023 03:12
URI:	https://orca.cardiff.ac.uk/id/eprint/136824

Citation Data

Cited 52 times in Scopus. View in Scopus. Powered By Scopus® Data

Actions (repository staff only)

Edit Item