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考虑其几何参数波动的双C型金丝带互连结构的多目标优化
Guangmi Li1, Song Xue1, Jinyang Mu2
1Guangzhou Institute of Technology, Xidian University, Guangzhou 510555, China.
Micromachines
|August 28, 2025
概括
这项研究优化了卫星天线的双C型金丝带几何,最大限度地减少了制造和环境因素造成的信号损失. 这些发现有助于改进天线微波集成设计.
科学领域:
- 电气工程
- 航空航天工程
- 材料科学
背景情况:
- 卫星系统需要高度集成和低成本,驱动天线和微波组件集成.
- 在综合卫星系统中,双C型金丝带是重要的电磁桥梁.
- 黄金带的几何变形会导致信号传输能量损失.
研究的目的:
- 开发一种方法来确定双C型金丝带的几何参数.
- 将这种方法应用于微条形天线的性能预测和参数优化.
- 为优化集成天线和微波组件提供理论指导.
主要方法:
- 在操作条件和制造干扰下对天线的机械响应分析.
- 影响性能的重要几何参数的识别和排名.
- 使用混沌反自适应性鱼优化算法-回传神经网络作为替代模型.
- 采用多目标红蓝优化算法进行参数优化.
主要成果:
- 考虑机械反应和制造干扰的计算几何波动范围.
- 确定了对天线性能有重大影响的关键几何参数.
- 使用替代模型建立了几何参数和天线电磁性能之间的关系.
- 优化了黄金丝带的配置参数.
结论:
- 提出的方法有效地确定了双C型金丝带几何的设计范围.
- 优化的几何结构可以最大限度地减少能量损失,并提高卫星天线的电性能.
- 这项研究为集成天线微波模块的设计和优化提供了关键的理论指导.
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