IEEE Transactions on Reliability · 1975 · 33 citations · 9 references
BusinessIndustrial EngineeringOperations ManagementDecision TheoryMarkov Decision ProcessesPolicy EvaluationInfinite-horizon Markov Decision ProcessesInspectionMaintenance PolicyMarkov ChainsMarkov ProcessesPolicy ImprovementDegradationInspection Interval OptimizationInspection IntervalsInspection PlanningMarkov StatesOptimal Replacement PolicySemi-markov Decision ProcessesSemi-markov Modelling
An optimal inspection and replacement policy is discussed for a unit which assumes any one of several Markov states. The policy evaluation function is the s-expected cost-per-unit-time over an infinite time span. The problem is formulated as a semi-Markov decision process with a modified policy-improvement routine. Some properties of the optimal policy are discussed, for example, the control limit rule holds and the inspection time interval becomes shorter as degradation progresses.
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Mathematical Theory of Reliability
A. P. Basu, Richard E. Barlow, Frank Proschan · Econometrica · 1966 · 2.7K citations
David Blackwell · The Annals of Mathematical Statistics · 1962 · 834 citations
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