多忠实度拓优化与运行时验证和验收控制:二维和三维的基准研究
Nikhil Tatke1, Jarosław Kaczmarczyk1
1Department of Theoretical and Applied Mechanics, Faculty of Mechanical Engineering, Silesian University of Technology, Konarskiego 18A, 44-100 Gliwice, Poland.
Materials (Basel, Switzerland)
|February 27, 2026
概括
本研究引入了一个多忠实性框架,以加速拓优化. 它使用粗网格进行提案和细网格进行验证,提高复杂结构设计的效率和准确性.
科学领域:
- 工程 工程师 工程师 工程师
- 计算科学 计算科学
背景情况:
- 基于密度的拓优化需要高分辨率的网格以获得准确性,这导致了高的计算成本,特别是在3D.
- 粗网式方法提供了速度,但风险是离散化错误,可能导致次优设计.
研究的目的:
- 为拓优化开发一个高效和强大的多忠实性框架.
- 管理优化器状态并确保可靠的设计验证,使用不同的网格分辨率.
主要方法:
- 一个使用验收控制用于运行时验证的多忠实性框架.
- 使用粗略的分辨率来生成设计建议和精细的分辨率来进行验证.
- 实施最佳参考标准来验收/拒绝提案,并在失败时恢复到最后经过验证的状态.
主要成果:
- 该框架平衡了粗网格的效率与细网格的精度.
- 可配置的验证计划和清理阶段优化了性能.
- 在2D和3D基准问题上进行评估,在合规性,运行时间和设计稳定性方面表现出有效性.
结论:
- 具有验收控制的多忠实性框架有效地解决了计算成本和拓优化精度之间的权衡.
- 这种方法使得可靠和高效的优化结构拓的生成,即使是复杂的3D问题.
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