Semi-empirical aging model development via accelerated aging test

Engin Afacan, Günhan Dündar, A. E. Pusane, I. F. Baskaya
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引用次数: 5

Abstract

Modelling of the degradation mechanisms has a crucial role during the aging analysis, which determines the accuracy of the lifetime estimation. Conventionally, analytical and semi-empirical models are utilized during the aging analysis. Analytical models employ deterministic equations during the degradation calculation and they can be scaled for different technology nodes; hence providing flexibility. However, scaling errors and approximations during the model development may degrade the accuracy. On the other hand, semi-empirical models are generated via accelerated aging test (AAT) performed on the silicon, which often promise more reliable results for a given technology. This paper comprehensively examines the semi-empirical modelling process from test chip design to AAT experiments.
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通过加速老化试验建立半经验老化模型
老化机理的建模在老化分析中起着至关重要的作用,它决定了寿命估计的准确性。在进行老化分析时,通常采用分析模型和半经验模型。解析模型在退化计算过程中采用确定性方程,可以根据不同的技术节点进行缩放;因此提供了灵活性。然而,模型开发过程中的比例误差和近似值可能会降低模型的精度。另一方面,半经验模型是通过对硅进行加速老化试验(AAT)产生的,对于给定的技术,这通常承诺更可靠的结果。本文全面考察了从测试芯片设计到AAT实验的半经验建模过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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