结构拓扑和连续纤维取向的并行优化新方法,实现应力约束下的最小结构顺应性

IF 4 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Liangbing Guo , Zeng Meng , Xuan Wang
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引用次数: 0

摘要

同时优化结构拓扑和纤维取向为提高纤维增强复合材料结构的机械性能提供了有效途径。然而,其在应力约束下的局部最优解问题仍然极具挑战性。为解决这一问题,本文提出了一种由两步优化策略组成的取向可变校正主应力方向(OVCPSD)方法。第一步,剪切弱材料的纤维取向大致沿主应力方向分布,并将上一步迭代的主应力方向作为初始纤维取向。第二步,在一个小的子区间内通过取向变量进一步修正主应力方向。最后,建立了应力约束下最小结构顺应性的结构拓扑和纤维取向的新优化模型,并得出了目标函数和约束函数对伪密度和取向变量的敏感性。通过三个数值示例验证了 OVCPSD 方法的有效性。完整代码可从以下网站获取:https://github.com/TopOpt-lbg/OVCPSD_L-shaped-beam。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new concurrent optimization method of structural topologies and continuous fiber orientations for minimum structural compliance under stress constraints

The concurrent optimization of structural topologies and fiber orientations offers an effective way for improving the mechanical performance of fiber-reinforced composite structures. However, its local optimal solution problem under stress constraints remains extremely challenging. To tackle this problem, this paper presents an orientation variable corrected principal stress direction (OVCPSD) method, which is composed by a two-step optimization strategy. In the first step, the fiber orientation for the shear-weak materials is roughly distributed along the principal stress direction, and the principal stress direction of the previous iteration step is used as the initial fiber orientation. In the second step, the principal stress direction is further modified by an orientation variable in a small subinterval. Finally, a new optimization model of structural topologies and fiber orientations for minimum structural compliance under stress constraints is established, and the sensitivities of the objective and constraint functions with respect to both the pseudo-density and orientation variable are derived. Three numerical examples are presented to verify the effectiveness of the OVCPSD method. The complete code is available from the website: https://github.com/TopOpt-lbg/OVCPSD_L-shaped-beam.

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来源期刊
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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