書誌事項
- タイトル別名
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- Development of Bayesian Estimation Method for Fault Cause Based on 1DCAE Model
抄録
<p>A fault cause estimation method applying Markov Chain Monte Carlo (MCMC) methods was developed. The method can mechanistically estimate fault causes based on a 1DCAE model. Artificial malfunction data generated from a 1DCAE model with white noise is applied to demonstrate the fault cause estimation method. 1DCAE model simulates depressurization process of water tank with vapor supply. A surrogate model by machine learning using the results of 1DCAE model is employed in the fault cause estimate method. As results, the fault causes are verified correctly.</p>
収録刊行物
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- Dynamics & Design Conference
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Dynamics & Design Conference 2023 (0), 450-, 2023
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
- 1390862268821384064
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- ISSN
- 24242993
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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
- Crossref
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- 抄録ライセンスフラグ
- 使用不可