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附加制造的聚合物元材料的审查:设计,制造,测试和建模
Abdulla Almesmari1,2, Nareg Baghous1,2, Chukwugozie J Ejeh1,2
1Advanced Digital & Additive Manufacturing Center, Khalifa University of Science and Technology, Abu Dhabi P.O. Box 127788, United Arab Emirates.
Polymers
|October 14, 2023
概括
聚合物超材料提供超越常规材料的独特特性. 设计,增材制造和机器学习方面的进步正在推动创新,但需要更简单的设计方法和复杂的加载研究.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 聚合物科学 聚合物科学
背景情况:
- 超材料或结构细胞材料提供了先进的多功能性质,这些特性在传统的聚合物中没有.
- 最近在数字设计,增材制造和机器学习方面的进展激发了对聚合物超材料的兴趣.
研究的目的:
- 审查和分类关于聚合物元材料设计,制造和测试的最新研究.
- 作为这些先进材料未来工程应用的参考.
主要方法:
- 文献综述和对现有的聚合物超材料特性进行分类.
- 分析设计,制造和测试当前的趋势和挑战.
主要成果:
- 确定了对更直接的超材料设计方法的需求,类似于三次周期最小表面 (TPMS) 格子.
- 强调需要在复杂的负载条件下对聚合物元材料进行进一步研究.
结论:
- 开发用户友好的设计工具和在不同负载下进行全面测试对于推进聚合物元材料至关重要.
- 在增材制造中整合机器学习可以提高生产高质量的聚合物元材料的精度和效率.
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