Material simulation-based electronic device prognosis

L. Nasser, R. Tryon, A. Dey
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引用次数: 12

Abstract

Electronic systems, such as power supplies, are complex multilayered devices consisting of different materials with inherent variability. Thermal gradient cycling occurs during system operation which eventually results in thermo-mechanical fatigue induced failure. Such failures can result in immediate electronic system shutdown with no advanced fault or warning signals; thus preventing the use of conventional fault-to-failure detection approaches as a means of predicting maintenance need. This NAVAIR sponsored SBIR project uses state-of-the-art material modeling to predict degradation of circuit board elements as a means for "simulated fault detection." This effort has been focused on the specific aspect of solder fracture and fatigue since electronic industry statistics have attributed this failure issue as a driving factor in system reliability. This project demonstrates feasibility for using conventional, off-the-shelf sensing, to predict solder degradation due to thermal cycling as a means to prognosticate electronic device reliability
基于材料模拟的电子设备预测
电子系统,如电源,是复杂的多层器件,由不同的材料组成,具有固有的可变性。系统运行过程中发生热梯度循环,最终导致热机械疲劳失效。此类故障可能导致电子系统在没有高级故障或警告信号的情况下立即关闭;因此,防止使用传统的故障到故障检测方法作为预测维护需求的手段。NAVAIR赞助的SBIR项目使用最先进的材料建模来预测电路板元件的退化,作为“模拟故障检测”的手段。由于电子行业统计数据将这种故障问题归因于系统可靠性的驱动因素,因此这项工作一直集中在焊料断裂和疲劳的具体方面。该项目证明了使用传统的、现成的传感器来预测由于热循环导致的焊料退化的可行性,作为预测电子设备可靠性的一种手段
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