编织屏蔽电缆串扰的不确定度量化方法

Tianhong Tan, Tao Jiang, Haolin Jiang, Tianhao Wang, Mingjuan Cai
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引用次数: 0

摘要

针对实际问题中编织屏蔽电缆几何参数和屏蔽层结构参数的不确定性,采用多项式混沌展开(PCE)对编织屏蔽电缆串扰计算模型的不确定性量化进行了探讨。首先对基于多导体传输线理论的模型进行PCE扩展,然后利用留一法确定多项式的截断度和PCE的样本量,并结合多项式系数得到串扰的统计特征参数。与蒙特卡罗方法的计算结果相比,两种方法得到的均值、标准差和概率密度函数基本一致,但PCE方法在计算效率上优势明显。最后,结合PCE和Sobol全局灵敏度分析方法,计算了输入变量参数对编织屏蔽电缆串扰计算模型的影响,为编织屏蔽电缆电气电子设备的电磁兼容设计提供了理论指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Uncertainty Quantification Method of Crosstalk Involving Braided-Shielded Cable
In this paper, in view of the uncertainty of geometric parameters of braided-shielded cable and structural parameters of the shield in practical problems, polynomial chaos expansions (PCE) is used to explore the uncertainty quantification of a crosstalk calculation model of braided-shielded cable. First, the model based on multi-conductor transmission line theory is expanded by PCE. Second, the truncation degrees of polynomials and sample size of PCE are determined by the leave-one-out method, and the statistical characteristic parameters of crosstalk are obtained by combining coefficients of polynomials. Compared with the calculation results of the Monte Carlo method, the mean value, standard deviation and probability density function obtained by the two methods are basically consistent, but the PCE method has obvious advantages in calculation efficiency. Finally, the influence of input variable parameters in the crosstalk calculation model of braided-shielded cable are calculated by combining the PCE and the Sobol’s global sensitivity analysis method, which provides theoretical guidance for the electromagnetic compatibility design of electrical and electronic equipment using braided-shielded cable.
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