Variability of Mechanical Cycling Durability of SAC305 Solder Joints: Model-Based Assessment using Grain-scale Modeling of Cyclic Shear Loading

A. Deshpande, Q. Jiang, A. Dasgupta
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Abstract

Functional solder joints experience multiaxial stresses (tensile and shear) as they undergo a combination operational loads such as temperature cycling and out-of-plane PWB flexure/warpage. Research groups often use finite element simulations to quantify stresses and strains in the critical solder joint, by modeling the solder joints as homogenous isotropic volumes. Solder strain (or other similar damage metrics, such as work density) is used to construct fatigue durability curves from fatigue test data and to predict failures under life-cycle loading conditions.In reality, each SAC solder joint consists of few highly anisotropic grains and is neither homogeneous nor isotropic. As a result, homogeneous, isotropic finite element models erroneously misrepresent the true material behavior and neglect the resulting stress concentrations at grain boundaries and triple corners between mis-oriented grains and IMC interfaces. Due to piece-to-piece variability in the grain structure of tested joints, a simple homogeneous isotropic representation leads to significant piece-to-piece uncertainty in predicting the strain levels (and hence the fatigue durability) of each solder joint at any given level of applied loads. A typical approach for dealing with this variability is to test a large number of samples at each loading level and use confidence intervals to determine the statistical variability. However, such a process is resource-intensive and time-consuming as temperature cycling tests can take few months to complete.Therefore, this study aims to quantify the role of the grain structure on the variability in fatigue durability predictions, based on a simulation-based ‘virtualtesting’ alternative. In addition, this study also draws attention to the limitations of modeling solder joints as homogenous isotropic volumes. The approach consists of parametric, grain-scale, anisotropic FEA simulations. Findings of this study can enable more accurate ‘digital twins’ and empower engineers to obtain more accurate, faster and cheaper a-priori estimates about stochastic fatigue reliability predictions.
SAC305焊点机械循环耐久性的可变性:基于模型的循环剪切加载粒度模型评估
功能焊点在经历温度循环和平面外PWB弯曲/翘曲等组合操作载荷时,会经历多轴应力(拉伸和剪切)。研究小组经常使用有限元模拟来量化关键焊点的应力和应变,通过将焊点建模为均匀的各向同性体积。焊料应变(或其他类似的损伤指标,如工作密度)用于根据疲劳试验数据构建疲劳耐久性曲线,并预测寿命周期载荷条件下的失效。实际上,每个SAC焊点由少数高度各向异性的晶粒组成,既不均匀也不各向同性。因此,均匀、各向同性的有限元模型错误地歪曲了材料的真实行为,并忽略了在晶界和三角处产生的应力集中。由于被测接头的晶粒结构在片与片之间存在可变性,简单的均匀各向同性表示导致在任何给定的施加载荷水平下预测每个焊点的应变水平(以及疲劳耐久性)时存在显著的片与片之间的不确定性。处理这种可变性的典型方法是在每个负载水平上测试大量样本,并使用置信区间来确定统计可变性。然而,这样的过程是资源密集型和耗时的,因为温度循环测试可能需要几个月才能完成。因此,本研究旨在基于基于模拟的“虚拟测试”替代方案,量化晶粒结构在疲劳耐久性预测变异性中的作用。此外,本研究还提请注意将焊点建模为均匀各向同性体积的局限性。该方法包括参数化、粒度化、各向异性有限元模拟。这项研究的发现可以实现更准确的“数字双胞胎”,并使工程师能够获得更准确、更快、更便宜的随机疲劳可靠性预测的先验估计。
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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