同质多核电网统计分析框架

Guanglei Liu, Jeffrey Fan
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引用次数: 0

摘要

本文首先建立了一个简化的多核供电分布模型,提出了一个对大规模多核电网进行统计分析的框架。然后将修正节点分析(MNA)方法应用于简化的电网电路。在此框架下,大多数统计方法,包括蒙特卡罗(MC)、重要性抽样和随机频谱分析,都可以用于分析均匀多核电网的过程诱导变化。在实验中,我们重点研究了亚阈值泄漏电流的变化,并将其建模为对数正态分布随机变量,以MC方法为例验证了该框架的可行性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Framework for statistical analysis of homogeneous multicore power grid networks
In this paper, we propose a framework to analyze the large-scaled multicore power grid network statistically by first building a simplified multicore power supply distribution model. We then apply the Modified Nodal Analysis (MNA) method on a simplified power gird circuit. Under such a framework, most statistical approaches, including Monte Carlo (MC), Importance Sampling, and Stochastic Spectrum Analysis, can be applied to analyze the process-induced variation of homogeneous multicore power grid networks. In the experiment, we focus on the subthreshold leakage current variations, which are modeled as lognormal distribution random variables, by using MC approach as an example to demonstrate the feasibility of such a framework.1
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