一个关于流体拓优化的迷你评论
He Li1, Cong Wang1, Xuyu Zhang1
1School of Engineering, RMIT University, Melbourne 3001, Australia.
Materials (Basel, Switzerland)
|September 28, 2023
概括
拓优化推进了流体动力学设计,审查了基于密度的方法,以满足各种流量条件. 未来的方向包括异地几何分析和机器学习,以提高性能和验证.
科学领域:
- 工程 工程师 工程师 工程师
- 计算流体动力学的流体动力学.
- 材料科学 材料科学 材料科学
背景情况:
- 拓优化对于高性能流体应用,如飞机组件和微流体混合器至关重要.
- 基于密度的方法因其简单性,稳定性和在结构设计中易于实施而被广泛使用.
研究的目的:
- 在过去十年中全面审查流体相关应用的拓优化技术进步.
- 从结构表达的角度分析进步,专注于边界平滑性和计算效率.
主要方法:
- 对各种流体流量进行基于密度的拓优化的审查:斯托克斯,层状纳维埃-斯托克斯,流,非牛顿和不稳定状态.
- 讨论异地形分析 (IGA) 和移动形态元件/空隙 (MMC/MMV) 方法,以实现CAD集成和降低计算成本.
- 专注于平面集和spline表达方法,以实现更光滑的边界和更低的能量消耗.
主要成果:
- 基于密度的方法在广泛的流体流程中是有效的.
- IGA和MMC/MMV方法在设计集成和计算效率方面提供了显著的优势.
- 通过水平设置和分线方法实现的更光滑的边界显示了进一步减少能量消耗的潜力.
结论:
- 拓优化,特别是基于密度的方法,在流体应用中取得了重大进展.
- 同地形分析和机器学习被确定为该领域的关键未来方向.
- 在精确的流体模型构建和优化设计的实验验证方面仍然存在挑战.
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