Uncertainty Propagation with an Asynchronous Temporal Co-simulation Method Applied to a Transmission Line Network

I. Massaoudi, P. Bonnet
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Abstract

Time-domain co-simulation has become increasingly popular for dealing with complex industrial electromagnetic computing problems. However, these methods require the exchange of information and simulation results for each time iteration. Moreover, the systems to be studied often introduce uncertainties related to their input parameters. Therefore, uncertainty propagation plays an essential role in electromagnetic compatibility design, and its impact should be highly considered. To tackle these constraints, this paper proposes an asynchronous temporal co-simulation method able to deal efficiently with uncertainties. The purpose is to obtain the stochastic response of the global system after dividing it. This paper details the basics of the technique illustrated, first, with two applications that highlight the method's efficiency. Then, the focus is put on the uncertainty propagation within sub-systems. The results obtained are compared with the global simulation and validate the methodology.
传输线网络中异步时序联合仿真方法的不确定性传播
时域联合仿真在处理复杂的工业电磁计算问题中越来越受欢迎。然而,这些方法在每次迭代时都需要交换信息和仿真结果。此外,所研究的系统往往引入与其输入参数相关的不确定性。因此,不确定性传播在电磁兼容设计中起着至关重要的作用,应高度考虑其影响。为了解决这些约束,本文提出了一种能够有效处理不确定性的异步时序联合仿真方法。其目的是对全局系统进行除法后得到系统的随机响应。本文详细介绍了该技术的基础,首先介绍了两种突出该方法效率的应用。然后,重点讨论了子系统内部的不确定性传播。仿真结果与全局仿真结果进行了比较,验证了方法的正确性。
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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