Partially observable Markov decision process-based optimal maintenance planning with time-dependent observations

Akash Deep,Shiyu Zhou, Dharmaraj Veeramani,Yong Chen

European Journal of Operational Research（2023）

引用 1|浏览6

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摘要

•Optimal maintenance planning method for partially observed degradation.•Emission model can capture time-dependence of the condition monitoring signals.•We also provide the structural properties of the maintenance plan.•We demonstrate the performance using a real-life battery data set.

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关键词

Maintenance planning, Partially observed Markov decision process, Condition monitoring signals, Hidden Markov model

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