快速瞬变电磁仿真的参数化模型降阶

M. A. Bazaz, Mashuq-un-Nabi, S. Janardhanan
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引用次数: 3

摘要

瞬变电磁问题是一个重要的研究领域。这些问题的主要计算问题是有限元离散化后得到的大型微分代数方程组的解。模型降阶(MOR)技术提供了一种从原始FE网络的详细描述生成降阶模型的机制。这是通过使用矩匹配技术实现的,其中降阶模型与原始系统的矩匹配,以用低阶传递函数近似响应。然而,这些数值技术都保留了原始系统的矩只相对于频率。虽然这在执行单次频率扫描时提供了显着的CPU成本优势,但每次在所研究的结构中改变参数时都需要一个新的降阶模型。这就需要使用参数化MOR策略,以便加快优化和设计空间探索周期。在这项工作中,我们提出了一种通过参数化模型降阶(pMOR)进行瞬变电磁场模拟的方法。所提出的方法在一个通用系统中得到了很好的结果,并且大大节省了计算量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parameterized model order reduction for fast transient electromagnetic simulations
Transient Electromagnetic problems constitute an area of significant investigative effort. The principal computational issue in these problems is the solution of large system of differential algebraic equations (DAE's) obtained after Finite Element (FE) discretization. Model Order Reduction (MOR) Techniques provide a mechanism to generate reduced order models from the detailed description of the original FE network. This is achieved by using moment matching techniques, where the reduced order model matches the moments of the original system to approximate the response with a low order transfer function. However, these numerical techniques all conserve the original system moments only with respect to frequency. While this provides a significant CPU cost advantage when performing a single frequency sweep, a new reduced order model is required each time a parameter is varied in the structure under study. This necessitates the use of parametric MOR strategies so as to expedite optimization and design space exploration cycles. In this work, we present a methodology for transient electromagnetic field simulations through parameterized model order reduction (pMOR). The proposed methodology is illustrated for a generic system with promising results and a significant saving in computational effort.
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