| 研究課題/領域番号 |
19K14605
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| 研究機関 | 北海道大学 |
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研究代表者 |
GAO Yueyuan 北海道大学, 電子科学研究所, 特任助教 (80807793)
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| 研究期間 (年度) |
2019-04-01 – 2024-03-31
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| キーワード | Crack growth phenomenon / Phase-field models / Inverse problem / Inhomogeneity / Fracture toughness |
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| 研究実績の概要 |
In this project, we first study the crack propagation in an inhomogeneous media in which fracture toughness varies in space. By using the two phase-field models based on two different surface energy functionals, which are so called AT1 and AT2 models, we perform simulations of the crack propagation and show that the J-integral reflects the effective inhomogeneous toughness. We then formulate inverse problems to estimate space-dependent fracture toughness from the crack path. Our method which is based on data pre-processing and regression, successfully estimates the positions and magnitude of tougher regions. We also demonstrate that our method works for different geometry of inhomogeneity.
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| 現在までの達成度 (区分) |
現在までの達成度 (区分)
2: おおむね順調に進展している
理由
After having brought up the idea of the data pre-processing, that is sampling in the region where the crack has not arrived, during the academic year 2022-2023, we have been applying this idea to different inhomogeneous materials in both AT1 and AT2 models.
After having showed the results that our method works for both models and also the difference among the 2 models, we present the detailed explanation of the inherent difference of the 2 models. We have well summarized the results and submitted the corresponding paper. The paper is accepted for publication in the journal Physica D: Nonlinear Phenomena.
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| 今後の研究の推進方策 |
The paper has well summarized the novelty and the main results of the project. As for the limitation of our study, currently, we have supposed that the phase-field model of strain field and the crack field is known and the parameters except the fracture toughness are known. This limitation leads the research to future study, such as to treat the strain field as a hidden variable and to apply other methods to estimate the model as well as some other parameters at the same time.
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| 次年度使用額が生じた理由 |
As one paper is accepted for publication, the main part of the remaining funding will be used for the article processing charge of the paper.
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