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

Phuc Do Van (1) , Roy Assaf (2) , Phil Scarf (3) , Benoît Iung (1)

1 CRAN - Centre de Recherche en Automatique de Nancy
2 University of Salford
3 Salford Business School

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.

Mots clés: stochastic dependence; condition-based maintenance; state dependence; economic dependence; maintenance optimization

Domaines: Automatique / Robotique

Phuc Do Van, Roy Assaf, Phil Scarf, Benoît Iung. Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies. Reliability Engineering and System Safety, 2019, 182, pp.86-97. ⟨10.1016/j.ress.2018.10.007⟩. ⟨hal-01908816⟩