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Fractal description of dendrite growth during electrochemical migration

机译:电化学迁移过程中枝晶生长的分形描述

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摘要

In this paper, the usability of fractal description of dendrites in failure analysis is discussed. Dendrites grow during electrochemical migration (ECM) causing failures in the form of short circuits between conductive wirings and leads in microcircuit interconnection and packaging elements, especially on printed wiring boards (PWBs). The parameters of the dendrite growth process are influenced by functional (electrical) and environmental conditions as well as by the material composition of metallization stripes and surface finishes. Mathematically, dendrites can be described as fractals and therefore they can be characterized with fractal dimension values calculated by various computerized pattern processing methods. We have found relationship between chemical composition of surface finishes and fractal dimensions of dendrites grown from them. This hypothesis has been proved in three steps: first, dendrites were grown by simple water drop test (WDT) series in order to get good quality, reproducible test specimens; in the second step, optical photomicrographs were taken from the dendrite structures and finally these micrographs were analyzed using computerized algorithms. The result is that fractal dimensions are material specific and so they can be used to describe the material composition. This is not only an important theoretical result in understanding dendrite growth mechanisms, but it also has a useful practical aspect: short detection and optical inspection can be combined with simple calculations to identify materials involved into electrochemical migration failures without making more complicated elemental chemical analysis.
机译:本文讨论了树突的分形描述在失效分析中的可用性。树枝状晶体在电化学迁移(ECM)期间生长,从而导致导电线路与微电路互连和封装元件中的引线之间发生短路形式的故障,尤其是在印刷线路板(PWB)上。枝晶生长过程的参数受功能(电)和环境条件以及金属化条纹和表面光洁度的材料组成的影响。在数学上,树枝状晶体可以描述为分形,因此可以用通过各种计算机化图案处理方法计算出的分形维数来表征它们。我们发现了表面光洁度的化学成分与从中生长出的树枝状晶体的分形维数之间的关系。该假设已通过三个步骤得到证明:首先,通过简单的水滴试验(WDT)系列来生长枝晶,以得到高质量,可重现的试样。第二步,从树枝状结构中获取光学显微照片,最后使用计算机算法对这些显微照片进行分析。结果是分形维数是特定于材料的,因此它们可用于描述材料组成。这不仅是理解枝晶生长机理的重要理论结果,而且具有实用的方面:可以将短检测和光学检测与简单的计算相结合,以识别参与电化学迁移失败的材料,而无需进行更复杂的元素化学分析。

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