論文 Novel Bayesian Statistical Analysis on Acoustic Emission Data during Dwell-fatigue of Ti-6Al-4V Alloys

Haoyu Hu ORCID ; Fabien Briffod SAMURAI ORCID ; Takayuki Shiraiwa ORCID ; Manabu Enoki ORCID

コレクション

引用
Haoyu Hu, Fabien Briffod, Takayuki Shiraiwa, Manabu Enoki. Novel Bayesian Statistical Analysis on Acoustic Emission Data during Dwell-fatigue of Ti-6Al-4V Alloys. ISIJ International. 2025, 65 (10), ISIJINT-2025-110. https://doi.org/10.2355/isijinternational.isijint-2025-110

説明:

(abstract)

Load hold at peak stress can drastically reduce the fatigue life of Ti-6Al-4V alloys, a phenomenon known as dwell-fatigue life debit. Unlike normal fatigue, dwell-fatigue exhibits a characteristic three-stage strain accumulation curve: an initial rapid strain increase (primary), followed by a steady strain-increase (secondary), and finally an accelerated stage leading to failure (tertiary). In the current study, flat specimens made out of three distinct microstructures of Ti-6Al-4V alloys were subjected to uniaxial fatigue load with 120-second peak stress hold and 0.1 load ratio with real-time acoustic emission (AE) measurement. The microstructures, namely, equiaxed, bimodal, and lamellar, were tailored through different heat treatment procedures. Bayesian statistical analysis of AE data enabled both the detection of stage transition points using Markov chain Monte Carlo (MCMC) simulation and the selection of strain accumulation models through replica MCMC method. The results demonstrated that two change-points detected showed strong correlation with the transitions in the creep-like three-stage curve of strain accumulation. The strain accumulation behavior was successfully predicted using AE parameters. Furthermore, average frequency proved crucial in monitoring the beginning of dwell-fatigue process.

権利情報:

キーワード: Ti-6Al-4V, Dwell-fatigue, Acoustic emission, Strain accumulation, Bayesian statistics

刊行年月日: 2025-09-15

出版者: Iron and Steel Institute of Japan

掲載誌:

  • ISIJ International (ISSN: 09151559) vol. 65 issue. 10 ISIJINT-2025-110

研究助成金:

原稿種別: 出版者版 (Version of record)

MDR DOI:

公開URL: https://doi.org/10.2355/isijinternational.isijint-2025-110

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更新時刻: 2025-10-01 16:30:33 +0900

MDRでの公開時刻: 2025-10-01 16:23:27 +0900

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