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快速预测复杂微结构格子材料的非线性有效性质
Jun Yan1,2, Zhihui Liu1, Hongyuan Liu1
1State Key Laboratory of Structural Analysis, Optimization and CAE Software for Industrial Equipment, Department of Engineering Mechanics, International Research Center for Computational Mechanics, Dalian University of Technology, Dalian 116024, China.
Materials (Basel, Switzerland)
|March 27, 2025
概括
预测格子材料的非线性性质是一项挑战. 新的FEM集群分析 (FCA) 方法有效计算复杂结构的这些特性,帮助航空航天和结构工程.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 计算力学 计算力学 计算力学
背景情况:
- 格子材料为航空航天和结构应用提供了卓越的机械性能.
- 当前的研究往往忽视了有效的非线性属性的预测,阻碍了实际使用.
- 描述复杂的晶格微结构需要计算密集的非线性有限元素分析.
研究的目的:
- 开发一种有效的方法,用于预测异质材料中复杂的晶格微结构的非线性有效性质.
- 为了克服与格子材料传统有限元分析相关的高计算成本.
主要方法:
- 提出了基于FEM的集群分析 (FCA) 方法,涉及减少订单模型和数据库创建的离线阶段.
- 在线阶段使用集群最小补充能量增量算法来快速预测属性.
- 对2D和3D格子材料进行了与直接数值模拟的广泛比较.
主要成果:
- FCA方法的准确性可与直接的数值模拟相提并论.
- 在预测非线性有效性质方面,FCA显著提高了计算效率.
- 该方法对二维和三维格子材料都表现出有效性.
结论:
- 通过FCA方法,可以高效准确地预测复杂格子微结构的非线性有效性质.
- 这种方法在结构和航空航天工程中优化格子材料设计方面具有重大潜力.
- FCA解决了当前方法的局限性,为更广泛地应用先进的格子材料铺平了道路.
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