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Maintenance planning for a deteriorating production process

Abstract : We consider a system subject to degradation, more precisely a production process with three quality states evolving according to a homogeneous Markov process. The degradation decreases the income generated by the system. To maintain revenue stream and prevent the loss of revenue, the system is inspected according to a Markov-modulated Poisson process. It is assumed that each inspection at time t incurs a time dependent cost. Each inspection improves the system health and therefore the degradation level jumps to a less deteriorated state. In absence of inspections, the system state is prone to shift to a more deteriorated state with a constant rate. The problem is to determine an optimal operating (stopping) time which truly balances some flow of income and increasing costs due to inspections, and so maximizes the expected gain of the proposed policy. To demonstrate the applicability of the explored approach and its effectiveness, some numerical results are provided.
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Contributor : Jean-Baptiste VU VAN Connect in order to contact the contributor
Submitted on : Thursday, October 24, 2019 - 3:42:01 PM
Last modification on : Sunday, June 26, 2022 - 4:37:40 AM




Reza Ahmadi, Mitra Fouladirad. Maintenance planning for a deteriorating production process. Reliability Engineering and System Safety, Elsevier, 2017, 159, pp.108-118. ⟨10.1016/j.ress.2016.11.001⟩. ⟨hal-02331959⟩



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