多目标坚固的设计优化,以提高混合2D三轴织复合管的防撞性能,使用进化算法
Dongyang Sun1,2, Yudu Jiao3, Yuanhao Tian4
1School of Naval Architecture and Ocean Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China.
Polymers
|September 14, 2024
概括
本研究介绍了混合二维三轴编织复合材料 (2DTBC) 管的最佳设计,以提高耐撞性和降低重量. 关键发现表明,降低纤维量和增加玻璃纤维含量对于提高性能至关重要.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 复合材料 复合材料 复合材料
背景情况:
- 轻质复合结构对于能量吸收应用至关重要.
- 优化混合二维三轴编织复合材料 (2DTBC) 管的设计在平衡防撞性和重量方面提出了挑战.
- 了解 mesostructure-property 关系是高级复合材料设计的关键.
研究的目的:
- 为混合2DTBC管开发一个创新的最佳设计框架.
- 为了提高防撞性,同时确保轻量化设计.
- 为了确定优化复合结构的关键设计变量.
主要方法:
- 使用同心圆柱和分析层状模型编制的机械性能.
- 开发并验证了设计与财产关系的战争代用模型.
- 采用多目标进化优化来找到帕雷托最佳解决方案.
主要成果:
- 确定了混合2DTBC管设计的帕雷托最佳解决方案.
- 证明减少总纤维体积可以提高防撞性和轻量级设计.
- 显示,在总纤维体积内增加玻璃纤维含量是有益的.
结论:
- 开发的框架有效地优化了混合2DTBC管的防撞性和轻量特性.
- 这项研究提供了对混合2DTBC的防撞能力的基本见解.
- 为设计坚固和轻质复合结构提供了宝贵的指导.
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