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Thermal Fatigue Reliability Analysis and Structural Optimization Based on a Robust Method for Microelectronics FBGA Packages

机译:基于稳健方法的微电子FBGA封装热疲劳可靠性分析和结构优化

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摘要

In this paper, we propose a mixed robust method based on three-level and second-order experiment design, the quadric surface, and finite-element analysis to analyze and optimize thermal fatigue reliability of an FBGA package. According to structural characteristics of FBGA packages, six design variables are selected as optimized objects. The equivalent thermal fatigue strain of solder joints of FBGA packages is used as an objective function of thermal fatigue reliability optimization design. Three-level and second-order experiment design was carried out for six design variables, and the equivalent thermal strain of solder joints was calculated by finite-element analysis according to experiment design. Then a quadric surface model of six design variables and the equivalent thermal strain of solder joints was built, and variance analysis and accuracy verification were performed. From the model and significance analysis, the nonlinear relation between design variables and thermal strain of solder joints, and the interaction among design parameters were obtained. Finally, a thermal fatigue robust optimization model was built, and optimum structural parameters and equivalent thermal fatigue strain of solder joints were obtained. Equivalent thermal fatigue strain decreased from 0.01858200 to 0.00951976 and was reduced by 48.77%, as shown by comparing the thermal strains before and after optimization.
机译:在本文中,我们提出了一种基于三级和二阶实验设计,二次曲面和有限元分析的混合鲁棒方法,以分析和优化FBGA封装的热疲劳可靠性。根据FBGA封装的结构特点,选择六个设计变量作为优化对象。 FBGA封装焊点的等效热疲劳应变被用作热疲劳可靠性优化设计的目标函数。对六个设计变量进行了三级和二阶实验设计,并根据实验设计,通过有限元分析计算出焊点的等效热应变。然后建立具有六个设计变量和焊点等效热应变的二次曲面模型,并进行方差分析和精度验证。通过模型和显着性分析,得出了设计变量与焊点热应变之间的非线性关系,以及设计参数之间的相互作用。最后,建立了热疲劳鲁棒优化模型,得到了最佳的焊接接头结构参数和等效热疲劳应变。通过比较优化前后的热应变可以看出,当量热疲劳应变从0.01858200降低到0.00951976,降低了48.77%。

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