書誌事項
- タイトル別名
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- Introduction of Hierarchical Bayes Model for the Evaluation of Pipe Failure Rate Using Cross-Industry Database of Pipe Failure
- ハイカン ハソンリツ オ サンギョウ オウダンガタ ハイカン ソンショウ データベース カラ スイテイ スル タメノ カイソウ ベイズ モデル ノ ドウニュウ
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抄録
Building a cross-industry database of pipe failure is an effective method to improve the evaluation accuracy of pipe failure rate. Although pipes have many common failure mechanisms, they are used in many different environments in each industry. Thus, to enable practical use of a cross-industry database, it is desirable to develop a method for evaluating pipe failure rate that is capable of modeling the variability between different industries. The hierarchical Bayes model is one method that can model the variability between different data sources. In this paper, a method for evaluating the pipe failure rate for one industry is developed based on the hierarchical Bayes model. Even when the database contains small number of failure records, this proposed method is always capable of utilizing those records to evaluate the failure rate for a specific industry. Using the proposed method in conjunction with a cross-industry pipe-failure database, the pipe-failure rate was evaluated to a greater accuracy than that obtained using the conventional Bayes method.
収録刊行物
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- 日本機械学会論文集A編
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日本機械学会論文集A編 74 (741), 741-748, 2008
一般社団法人 日本機械学会
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詳細情報 詳細情報について
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- CRID
- 1390282679456432896
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- NII論文ID
- 110006685202
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- NII書誌ID
- AN0018742X
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- ISSN
- 18848338
- 03875008
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- NDL書誌ID
- 9529465
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可