Optimal Maintenance Policy For Partially Observable Markovian Deteriorating System Subject To A Restorable Varying Environment
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- Jin Lu
- 電気通信大学
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- Miyawaki Kei
- 電気通信大学
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- Suzuki Kazuyuki
- 電気通信大学
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抄録
An optimal maintenance problem is investigated for a system that deteriorates under the influence of a resettable varying environment. Since the internal true state of the system cannot be observed directly, the decision maker needs to determine the action that will minimize the discounted total expected cost over an infinite horizon by inferring the system's exact state on the basis of the available information, such as the current environment condition, the monitors' observations, and the observed system history. This procedure is formulated as a partially observable Markov decision process (POMDP) with the environment as a parameter. The structural properties of the optimal maintenance policy is studied, and a sufficient condition that ensures the optimality of the control limit policy with respect to the system's prior probability and its environment is identified.
収録刊行物
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- 日本信頼性学会誌 信頼性
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日本信頼性学会誌 信頼性 35 (3), 177-187, 2013
日本信頼性学会
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詳細情報 詳細情報について
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- CRID
- 1390001204452372480
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- NII論文ID
- 110009615910
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- NII書誌ID
- AN10540883
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- ISSN
- 24242543
- 09192697
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- NDL書誌ID
- 024717562
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- NDL
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可