3D Package CSP Solder Joints Morphological Parameters Sensitivity Analysis and Optimization in Temperature-vibration Coupling Environment

Lishuai Han, Hongqin Wang, Chunyue Huang, Wei Li, Jinbao Cai
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引用次数: 1

Abstract

The finite element model of a 3D packaged CSP solder joint interconnect structure was established using ANSYS, and the temperature vibration coupling load is applied to analyze the stress-strain distribution of CSP solder joint in the model. The results show that the stress and strain distribution in the solder joints is uneven, the maximum stress and strain solder joints appear at the outermost corners of the solder joint array, and the stress and strain of the top solder joints are greater than those of the bottom solder joints. At the same time, the sensitivity analysis of the influence of CSP solder joint morphological parameters on the maximum equivalent stress was carried out. The results show that at the 95% confidence level, there are three factors that have significant effect on the maximum equivalent stress of the top layer. The order of the factors is diameter of the lower pad > height of the solder joint > volume of the solder joint. Based on orthogonal experiments and particle swarm optimization algorithm, the multi-objective optimization of CSP solder joint morphological parameters was carried out. It was found that the optimal parameters were the combination of solder joint volume 0.00818mm3, lower pad diameter 0.25mm and solder joint height 0.25mm. The result of stress calculated by simulation is smaller than that of each combination in orthogonal table. Therefore, the optimization method based on the combination of orthogonal experiments and particle swarm optimization can be applied to the optimization of 3D package CSP solder joint interconnection structure parameters.
温度振动耦合环境下3D封装CSP焊点形态参数敏感性分析与优化
利用ANSYS建立了三维封装CSP焊点互连结构的有限元模型,并应用温度-振动耦合载荷分析了模型中CSP焊点的应力-应变分布。结果表明:焊点的应力应变分布不均匀,最大应力应变焊点出现在焊点阵列的最外侧,且顶部焊点的应力应变大于底部焊点;同时,进行了CSP焊点形态参数对最大等效应力影响的敏感性分析。结果表明,在95%置信水平下,有3个因素对顶层最大等效应力有显著影响。各因素的大小顺序为:下焊盘直径>焊点高度>焊点体积。基于正交实验和粒子群优化算法,对CSP焊点形态参数进行了多目标优化。结果表明,最优参数为焊点体积0.00818mm3、焊盘下直径0.25mm、焊点高度0.25mm。模拟计算的应力值小于正交表中各组合的应力值。因此,基于正交实验与粒子群优化相结合的优化方法可应用于三维封装CSP焊点互连结构参数的优化。
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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