Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies
Phuc Do,
Roy Assaf,
Phil Scarf and
Benoit Iung
Reliability Engineering and System Safety, 2019, vol. 182, issue C, 86-97
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.
Keywords: Condition-based maintenance; Maintenance optimization; Two-component system; State dependence; Stochastic dependence; Economic dependence (search for similar items in EconPapers)
Date: 2019
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Citations: View citations in EconPapers (25)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:182:y:2019:i:c:p:86-97
DOI: 10.1016/j.ress.2018.10.007
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