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Reliability Evaluation Method for Electronic Device BGA Package Considering the Interaction Between Design Factors

机译:考虑设计因素相互作用的BGa封装可靠性评估方法

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摘要

The development competitions of electronic products are intensifying, since shortening the design period and the decreasing the development cost are important problems in recent years. Moreover, the miniaturization and the high integration of electronic device parts were progressed by the advance in technology. Furthermore, the reliability of fatigue life has been prioritized as an important concern, because the thermal expansion difference between a package and printed circuit board causes thermal fatigue. The reliability engineers have to understand the reasons of this problem and improve the design of package in very early stage. Though the packages structure become very complex, it is considered that the design factors have strong interaction. As a result, it is very important to solve the reliability problem with considering interaction of each design factor in short time period. However, it is very difficult and needs much cost. In this study, the method of understanding the relation between design factors and thermal fatigue life has been established, and an application of BGA (Ball Grid Alloy) package was examined. As a result, the interaction between design factors was clarified. Furthermore, the simple evaluation technique of the thermal fatigue reliability in early design stage was examined. By now, it was clarified that the thermal fatigue life of the solder joint is able to evaluate by the total equivalent inelastic strain range. In order to help the design engineers to improve the reliability, it is need to examine the relation between each design factor of BGA package and the total equivalent inelastic strain range generated in the solder joint when the thermal load was subjected. To clarify this relation, sensitivity analysis was executed by using the FEM analysis and the cluster analysis. First of all, FEM analysis models with various design condition were made based upon orthogonal table, and the total equivalent inelastic strain range of the solder joint has been calculated as a characteristic value. Next, the cluster analysis was applied to these analytical results. The analysis results were arranged in order of total equivalent inelastic strain range, and the close models have been clustered to several clusters by Euclid distance. Then each design factor was averaged in a cluster, and by comparing the averages of the design factors, whole relation between design factors and the total equivalent inelastic strain range was clarified. Furthermore, analysis cases where the certain one factor takes value of maximum or minimum were extracted from analytical results of various design conditions. Then those results were arranged in order of the characteristic value, and by applying cluster analysis the influence of the interaction on other factors when certain one design factor was changed has been clarified. As a result, all interaction relations between all design factors were clarified. By performing response surface method with considering the interaction relations, a characteristic value can be expressed by an estimated equation with high accuracy. And the influence of the design factor to the total equivalent inelastic strain range was calculated. This result would lead to the understanding of the relation between each design factor and the thermal fatigue life. And it is possible to evaluate the thermal fatigue reliability simply at the early stage of the design development by using the estimated equation. Therefore, this result will help for an adequate design.
机译:电子产品的开发竞争日益激烈,因为缩短设计周期和降低开发成本是近年来的重要问题。此外,随着技术的进步,电子设备部件的小型化和高集成度也得到了发展。此外,由于封装和印刷电路板之间的热膨胀差异会引起热疲劳,因此将疲劳寿命的可靠性作为重要的考虑事项。可靠性工程师必须尽早了解此问题的原因,并改善封装设计。尽管封装结构变得非常复杂,但可以认为设计因素之间存在很强的相互作用。因此,在短时间内考虑各个设计因素的相互作用来解决可靠性问题非常重要。但是,这非常困难并且需要很多成本。本研究建立了一种了解设计因素与热疲劳寿命之间关系的方法,并研究了BGA(球栅合金)封装的应用。结果,阐明了设计因素之间的相互作用。此外,研究了设计初期热疲劳可靠性的简单评估技术。到现在为止,已经明确了可以通过总等效非弹性应变范围来评估焊点的热疲劳寿命。为了帮助设计工程师提高可靠性,需要检查BGA封装的每个设计系数与承受热负荷时在焊点中产生的总等效非弹性应变范围之间的关系。为了阐明这种关系,通过使用有限元分析和聚类分析来执行敏感性分析。首先,基于正交表建立了具有各种设计条件的有限元分析模型,并计算了焊点的总当量非弹性应变范围作为特征值。接下来,将聚类分析应用于这些分析结果。分析结果按总等效非弹性应变范围的顺序排列,并且紧密模型已通过Euclid距离聚类为几个聚类。然后,将每个设计因子进行聚类平均,然后通过比较设计因子的平均值,阐明​​设计因子与总等效非弹性应变范围之间的整体关系。此外,从各种设计条件的分析结果中提取出某一因素取最大值或最小值的分析案例。然后,将这些结果按特征值的顺序进行排列,并通过应用聚类分析,弄清了当某个设计因素发生变化时相互作用对其他因素的影响。结果,阐明了所有设计因素之间的所有相互作用关系。通过考虑相互作用关系而进行响应面法,可以高精度地通过推定方程式来表示特征值。并计算了设计因素对总当量非弹性应变范围的影响。该结果将有助于理解每个设计系数与热疲劳寿命之间的关系。而且,可以在设计开发的早期阶段通过使用估算公式简单地评估热疲劳可靠性。因此,该结果将有助于适当的设计。

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