结构相似性作为减少鉴定试验的方法

W. V. van Driel, G.Q. Zhang, L. Ernst
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引用次数: 2

摘要

为了有效地选择合格和可靠性监测程序,目前业界采用了集成电路设计、晶圆制造工艺和/或封装设计的结构相似性规则。通过遵循包结构相似规则,可以大大减少可靠性鉴定试验的次数。然而,当查看当前的规则时,很明显它们没有可靠地定义。例如,几何参数,如模垫比没有定量包括,似乎是线性关系的假设。此外,这些规则主要是从经验和工业试错结果中推导出来的,而不是从可靠性物理中推导出来的。在当前微电子技术(小型化、集成化、低成本等)发展趋势的推动下,迫切需要制定基于可靠性物理(失效物理)的“结构相似规则”,以适应产业发展趋势。在本研究中,我们使用基于模拟的优化技术来推导这种结构相似性规则。采用参数化三维非线性有限元模型,研究了BGA系列的热力学响应和湿扩散响应随模垫比和车身尺寸等6个参数的变化规律。由此推导出结构相似规则,从而缩短设计周期。更重要的是,通过使用精确的3D非线性可靠性预测模型,为封装设计人员创建了一个基于excel的工具。通过使用该工具,可以减少可靠性鉴定测试的数量。更重要的是,可以(更好地)理解和预测可能的失效机制
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Structural Similarity as a Method to Reduce Qualification Tests
To efficiently select qualification and reliability monitoring programs, structural similarity rules for integrated circuit designs, wafer fabrication processes and/or package designs are currently used by the industry. By following the package structural similarity rules, the numbers of reliability qualification tests may be greatly reduced. However, when looking at the present rules it is clear that they are not reliably defined. For instance, geometrical parameters such as die-to-pad ratio are not quantitatively included and it seems that linear relationships are assumed. Besides that, these rules are mainly deducted from experience and industrial trial and error results, not from reliability physics. Driven by the present development trends of microelectronics (miniaturization, integration, cost reduction, etc) it is urgently needed to develop 'structural similarity rules' based on reliability physics (physics of failures), to meet the industrial development trends. In this study, we have used simulation-based optimization techniques to deduct such structural similarity rules. Parametric 3D non-linear FE models are used to explore the responses of the complete BGA family for both the thermo-mechanical and moisture-diffusion responses as function of six parameters among which the die-to-pad ratio and the body size. In this way, structural similarity rules are deduced which can be used to shorten design cycles. Even more, by using the accurate 3D nonlinear reliability prediction models, an Excel-based tool is created for package designers. By using this tool, the number of reliability qualification tests can be reduced. More importantly, possible failure mechanisms can be (better) understood and predicted
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