在使用COCOSO和ANN建模的Si3N4-强化竹纤维环氧复合材料中,以湿度驱动的空隙抑制和增强机械性能
M Saravana Kumar1,2, Che-Hua Yang3, Khaja Moiduddin4
1Graduate Institute of Manufacturing Technology, National Taipei University of Technology, Taipei, 10608, Taiwan. saravana312@gmail.com.
Scientific reports
|October 1, 2025
概括
在竹纤维复合材料中优化化 (Si3N4) 填充剂含量,时间和速度,可显著改善湿透性并减少缺陷. 这导致了用于先进材料应用的增强机械性能.
科学领域:
- 材料科学 材料科学 材料科学
- 聚合物复合材料 聚合物复合材料
- 纳米技术 纳米技术
背景情况:
- 用天然纤维和陶填充剂增强的聚合物复合材料正在获得吸引力.
- 诸如聚合和不良湿透性等缺陷,由于未经优化处理,妨碍了性能.
研究的目的:
- 为了优化填充剂的百分比,时间和速度,以提高可湿性和分散性.
- 为了最大限度地减少缺陷和改善竹纤维环氧复合材料的机械性能.
主要方法:
- 使用L27直角数组进行参数优化.
- 在竹纤维环氧复合材料中研究化 (Si3N4) 填充剂.
- 雇员联合妥协解决方案 (COCOSO) 与人工神经网络 (ANN) 进行分析.
主要成果:
- 确定了最佳参数:6%Si3N4,12分钟的时间,350rpm的速度.
- 在可湿性方面取得了25.1%的改善.
- 减少了空洞形成的79.3%.
结论:
- 精确控制填充剂含量和加工参数对于高性能复合材料至关重要.
- 优化的可湿性导致缺陷减少和优越的机械性能.
- 这些发现为无缺陷,高性能复合材料制造提供了一条途径.
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