利用有限元分析和加速度模型预测热循环条件下电子封装的疲劳寿命和可靠性

Xuhua Huang, Wen-Fang Wu, Po-Lun Chou
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引用次数: 5

摘要

有限元分析是研究电子封装可靠性的常用方法。在电子工业的实际实践中,加速寿命试验(ALT)也被广泛应用于寻找电子产品或元件的寿命和可靠性。针对人们普遍关注的可靠性问题,本文提出了一种将有限元分析与ALT相结合的电子封装分析方法。以晶圆级晶片级封装(WLCSP)为例,分析其在JEDEC规定的各种热循环条件下的性能。首先,有限元分析中有关封装尺寸和材料性能的参数假设为随机的,以考虑它们的不确定性。得到了不同载荷条件下包装的疲劳寿命分布和定量可靠性。研究了参数不确定性对疲劳寿命分布和可靠性的影响。其次,对有限元分析结果进行回归分析,找出几种加速度模型的参数值。然后选择最合适的加速度模型。基于加速度模型和有限元分析结果,预测了不同载荷条件下包装的疲劳寿命和可靠性。最后,除了考虑加速度和寿命预测模型参数外,还考虑了热力学性能,并进行了灵敏度分析,以提高寿命预测精度。结果表明,在有限元分析中,参数的不确定性虽然会影响包件的疲劳寿命分布,但对包件的平均寿命影响不大。研究发现,与其他加速度模型相比,Norris-Landzberg模型更适合于所研究的WLCSP的ALT分析。研究还发现,循环温度的最大值对包装的疲劳寿命预测有显著影响。基于改进的加速度模型,预测误差在1.59%以内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fatigue life and reliability prediction of electronic packages under thermal cycling conditions through FEM analysis and acceleration models
Finite element analysis (FEA) is employed frequently in studying the reliability of electronic packing. In real practice of electronics industry, accelerated life testing (ALT) has also been employed extensively on finding the life and reliability of an electronic product or component. Under the common concern for reliability, an analytical process combining FEA with ALT in studying the electronic packaging is proposed in the present paper. A Wafer-Level Chip-Scale Package (WLCSP) subjected to various JEDEC prescribed thermal cycling conditions is illustrated as a numerical example. First, parameters concerning package size and material property in FEA are assumed to be random to account for their uncertainties. Fatigue life distributions and quantitative reliabilities of the package under various loading conditions are found. The influence of parametric uncertainties on fatigue life distribution and reliability is investigated. Secondly, regression analysis is conducted with results from the finite element analysis in order to find the parametric values of several acceleration models. The most appropriate acceleration model is then selected. The fatigue life and reliability of the package under various loading conditions are predicted based on the acceleration model together with the result of FEA. Finally, in addition to parameters of acceleration and life prediction models, thermal-mechanical properties are taken into account, and sensitivity analysis is performed to improve the life prediction accuracy. The result indicates that, in FEA, although parametric uncertainty influences the fatigue life distribution of the package, it affects little about the package's mean life. It is found that, compared with other acceleration models, the Norris-Landzberg model is more appropriate for ALT analysis of the studied WLCSP. It is also found that the maximum value of the cyclic temperature has significant impact on fatigue life prediction of the package. Based on a modified acceleration model, the prediction errors are found to be within 1.59%.
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