論文 Data-based selection of creep constitutive models for high-Cr heat-resistant steel

Izuno, Hitoshi SAMURAI ORCID (Research and Services Division of Materials Data and Integrated System, National Institute for Materials ScienceROR) ; Demura, Masahiko SAMURAI ORCID (Research and Services Division of Materials Data and Integrated System, National Institute for Materials ScienceROR) ; Tabuchi, Masaaki SAMURAI ORCID (Research Center for Structural Materials, National Institute for Materials ScienceROR) ; Mototake, Yoh-ichi (The Institute of Statistical Mathematics) ; Okada, Masato (Research and Services Division of Materials Data and Integrated System, National Institute for Materials ScienceROR)

コレクション

引用
Izuno, Hitoshi, Demura, Masahiko, Tabuchi, Masaaki, Mototake, Yoh-ichi, Okada, Masato. Data-based selection of creep constitutive models for high-Cr heat-resistant steel. Science and Technology of Advanced Materials. 2020, 21 (1), 219-228. https://doi.org/10.1080/14686996.2020.1738268
SAMURAI

説明:

(abstract)

There are two types of creep constitutive equation, one with a steady-state term (steady-state type) and the other with no steady-state term (non-steady-state type). We applied the Bayesian inference framework in order to examine which type is supported by experimental creep curves for a Grade 91 (Gr.91) steel. The Bayesian free energy was significantly lower for the steady-state type under all the test conditions in the ranges of 50–90 MPa at 923 K, 90–160 MPa at 873 K and 170–240 MPa at 823 K, leading to the conclusion that the posterior probability was virtually 1.0. These findings mean that the experimental data supported the steady-state-type equation. The dependence of the evaluated steady-state creep rate on the applied stress indicates that there is a transition in the mechanism governing creep deformation around 120 MPa.

権利情報:

キーワード: theta method, Creep constitutive equation, model selection method, bayesian free energy, steady-state creep, grade 91 steel

刊行年月日: 2020-01-31

出版者: Taylor & Francis

掲載誌:

  • Science and Technology of Advanced Materials (ISSN: 14686996) vol. 21 issue. 1 p. 219-228

研究助成金:

原稿種別: 出版者版 (Version of record)

MDR DOI:

公開URL: https://doi.org/10.1080/14686996.2020.1738268

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更新時刻: 2024-01-05 22:12:23 +0900

MDRでの公開時刻: 2022-10-31 11:55:49 +0900

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