Efficient computation of stochastic electromagnetic problems using unscented transforms

被引:56
作者
de Menezes, L. R. A. X. [1 ]
Ajayi, A. [2 ]
Christopoulos, C. [2 ]
Sewell, P. [2 ]
Borges, G. A. [1 ]
机构
[1] Univ Brasilia, Fac Tecnol, Dept Engn Eletr, BR-70910900 Brasilia, DF, Brazil
[2] Univ Nottingham, Green Inst Electromagnet Res, Nottingham NG7 2RD, England
关键词
Computational efficiency - Computer simulation - Magnetoelectric effects - Mathematical transformations - Matrix algebra - Monte Carlo methods - Problem solving;
D O I
10.1049/iet-smt:20070050
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
The objective of this work is to present a new approach to the modelling of uncertainty in electromagnetic simulations. This contribution enhances the practical utilisation of regular time- and frequency-domain models. The approach is based on the unscented transform ( UT) method. The procedure shows results with accuracy similar to the Monte Carlo approach, but uses a smaller number of simulations. This work uses standard transmission line matrix-based solvers. Furthermore, the combination of the UT approach with other time-or frequency-domain electromagnetic simulators is straightforward. The validation of the technique used both time-and frequency-domain tests. The results show good agreement compared with Monte Carlo outcomes with much reduced simulator use.
引用
收藏
页码:88 / 95
页数:8
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