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Maintenance Policies for Non-repairable Components

In: Multicriteria and Optimization Models for Risk, Reliability, and Maintenance Decision Analysis

Author

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  • Bram de Jonge

    (University of Groningen)

Abstract

We consider the analysis and optimization of maintenance policies for single non-repairable components. We start with two time-based maintenance policies: (1) age-based maintenance, in particular under uncertainty in the lifetime distribution of the component, and (2) block-based maintenance, in particular under random usage of the component. Thereafter, we consider various condition-based maintenance policies. We start with deterioration according to the delay-time model. Then, we continue with deterioration according to a gamma process and consider both policies with continuous monitoring and policies with periodic inspections. In the setting with continuous monitoring we will compare the performance of condition-based maintenance to that of time-based maintenance. We also describe an approach for discretizing continuous-time continuous-state deterioration processes into discrete-time Markov chains, and use this approach to analyze condition-based maintenance with continuous monitoring. Finally, the discretized deterioration process also allows us to optimize maintenance policies with dynamically scheduled aperiodic inspections.

Suggested Citation

  • Bram de Jonge, 2022. "Maintenance Policies for Non-repairable Components," International Series in Operations Research & Management Science, in: Adiel Teixeira de Almeida & Love Ekenberg & Philip Scarf & Enrico Zio & Ming J. Zuo (ed.), Multicriteria and Optimization Models for Risk, Reliability, and Maintenance Decision Analysis, pages 361-389, Springer.
    • Handle: RePEc:spr:isochp:978-3-030-89647-8_17
    DOI: 10.1007/978-3-030-89647-8_17
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