基于Pareto前探测和伴随灵敏度的紧凑型超宽带阻抗匹配变压器多目标优化

S. Koziel, A. Bekasiewicz, Q. Cheng
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引用次数: 0

摘要

提出了一种阻抗匹配变压器的快速多目标优化方法。在我们的方法中,通过直接探索帕累托前沿来确定一组替代设计,这些设计代表了冲突目标之间的最佳权衡(在这里,感兴趣的频带内的最大反射电平和电路尺寸)。更具体地说,后续的帕累托最优设计是通过从先前找到的解开始的局部优化得到的。利用低廉的伴随灵敏度,保证了设计优化过程的低成本。通过一个将50欧姆源与130欧姆负载匹配并在3.1- 10.6 GHz范围内工作的三段变压器的示例来演示所提出的技术。在本例中,只需对变压器结构的全波电磁仿真模型进行60次评估,就可以获得Pareto集的16个元素表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-objective optimization of compact UWB impedance matching transformers using Pareto front exploration and adjoint sensitivities
In this paper, a technique for fast multi-objective optimization of impedance matching transformers has been presented. In our approach, a set of alternative designs that represent the best possible trade-offs between conflicting objectives (here, the maximum reflection level within a frequency band of interest and the circuit size) is identified by directly exploring the Pareto front. More specifically, the subsequent Pareto-optimal design is obtained by local optimization starting from the previously found solution. Low cost of the design optimization process is ensured by exploiting cheap adjoint sensitivities. The proposed technique is demonstrated using an example of three-section transformer matching the 50 Ohm source to the 130 Ohm load and working in 3.1-to-10.6 GHz range. For this example, 16-element representation of the Pareto set is obtained at the cost of just 60 evaluations of the full-wave EM simulation model of the transformer structure.
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