吉林大学学报(理学版) ›› 2025, Vol. 63 ›› Issue (4): 1169-1178.

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基于离散单形进化算法的PCB电子元件热布局优化

余书豪, 全海燕   

  1. 昆明理工大学 信息工程与自动化学院, 昆明 650500
  • 收稿日期:2024-01-08 出版日期:2025-07-26 发布日期:2025-07-26
  • 通讯作者: 全海燕 E-mail:quanhaiyan@126.com

Thermal Layout Optimization of Electronic Components on PCB Based on Discrete Surface-Simplex Swarm Evolution

YU Shuhao, QUAN Haiyan   

  1. College of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China
  • Received:2024-01-08 Online:2025-07-26 Published:2025-07-26

摘要: 为降低印制电路板(PCB)上电子元件的最高温度, 优化热设计方案, 根据传热学原理, 用微元体热平衡法构建PCB上电子元件稳态温度场的数学模型, 并用电子产品热仿真软件ICEPAK验证模型的有效性. 在单形进化算法的基础上进行离散化改进, 并用改进后的离散单形进化算法对PCB上排布的电子元件进行布局调整. 仿真结果表明, 该算法可降低PCB上电子元件的最高温度, 且具有较快的收敛速度.

关键词: 热设计, 电子元件, 离散单形进化算法, 热布局优化

Abstract: In order to reduce the maximum temperature of the electronic components on printed circuit board (PCB) and optimize the scheme of thermal design. We constructed a mathematical model of the steady-state temperature field of electronic components on PCB by using the micro-element body heat balance method according to the principle of heat transfer, and verified the effectiveness of the model  by using the thermal simulation software ICEPAK for electronic products. We made  discretization improvement based on the surface-simplex swarm evolution algorithm, and used the improved discrete surface-simplex swarm evolution (DSSSE) algorithm to adjust the layout of distributed electronic components on PCB. Simulation results show that the proposed algorithm can reduce the maximum temperature of the electronic components on the PCB and has a fast convergence speed.

Key words: thermal design, electronic component, discrete surface-simplex swarm evolution algorithm, thermal layout optimization

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