声波发射与模拟同时超声波引导波传播和裂纹传播
Fahim Md Mushfiqur Rahman1, Sourav Banerjee1
1Integrated Material Assessment and Predictive Simulation Laboratory, Department of Mechanical Engineering, College of Engineering and Computing, University of South Carolina, Columbia, SC 29208, USA.
Ultrasonics
|March 19, 2025
概括
这项研究引入了一个新的计算非破坏性评估 (CNDE) 框架. 它可以同时模拟指导波和裂纹传播,用于NDE 4.0.0中的高级AI.
科学领域:
- 计算非破坏性评估 (CNDE) 是一种非破坏性评估.
- 在 NDE 4.0 中的人工智能 (AI)
- 模拟波浪传播的模拟.
背景情况:
- 传统的CNDE方法难以同时模拟裂和引导波传播.
- 现有的基于网格和无网格的裂传播方法不易与引导波模拟集成.
- 了解波结构相互作用对于人工智能驱动的NDE至关重要.
研究的目的:
- 提出一种新的CNDE框架,用于同时模拟引导波和裂纹传播.
- 克服传统方法在模拟动态裂增长和波浪相互作用方面的局限性.
- 为 NDE 4.0.0 促进基于物理的 AI 的开发.
主要方法:
- 开发了一个CNDE框架,可以实现同时模拟,而无需重组.
- 导向波传播和裂传播的综合模型.
- 提交了案例研究,以展示可行性.
主要成果:
- 成功演示了指导波和裂传播的同时模拟.
- 该框架避免了计算上昂贵的复杂处理过程.
- 提供了超声波近乎死亡的物理驱动人工智能的基础.
结论:
- 拟议的CNDE框架可用于同时模拟.
- 它为未来在NDE.中实施AI提供了一个有利的方法.
- 流程图为超声波NDE社区提供了实际实施.
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