A hybrid genetic algorithm for automatic layout design of power module

Baisen Hao, Y. Mei, P. Ning
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引用次数: 5

Abstract

The parasitic parameters in the power module have a negative effect on switching losses and dynamic characteristics. With the rapid development of integrated circuit technology, the high current, high frequency and high pressure working environment put forward higher requirements for the switching circuit delay, reliability and power consumption. The rational layout of the power module is the key to reducing the parasitic parameters. However, today's designers often propose the layout manually, which is time- and money-consuming. Recently, automatic layout design of power modules has attracted more and more attention. In this paper, a hybrid genetic algorithm is used to design the layout automatically by MATLAB in order to optimize the layout with the lowest parasitic effect. Then we used the Q3D software to verify the automatic calculation results by comparing the calculated layout with some others in manual ways.
基于混合遗传算法的电源模块自动布局设计
电源模块中的寄生参数对开关损耗和动态特性有负面影响。随着集成电路技术的飞速发展,大电流、高频、高压的工作环境对开关电路的时延、可靠性和功耗提出了更高的要求。电源模块的合理布局是降低寄生参数的关键。然而,今天的设计师往往提出手动布局,这是费时和金钱。近年来,电源模块的自动布局设计越来越受到人们的关注。本文采用混合遗传算法在MATLAB中自动进行布局设计,以实现寄生效应最小的布局优化。然后利用Q3D软件对自动计算结果进行了验证,并与手工计算的布局进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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