Efficient Methodology for Reliability Assessment of Electromagnetic Devices Utilizing Accurate Surrogate Models Based on Dynamic Kriging Method

被引:2
作者
Kim, Dong-Wook [1 ]
Jeung, Giwoo [1 ]
Choi, K. K. [2 ]
Kim, Heung-Geun [1 ]
Kim, Dong-Hun [1 ]
机构
[1] Kyungpook Natl Univ, Dept Elect Engn, Taegu 702701, South Korea
[2] Univ Iowa, Iowa City, IA USA
基金
新加坡国家研究基金会;
关键词
dynamic Kriging; electromagnetic fields; Monte Carlo simulation; reliability; robustness; DESIGN;
D O I
10.4283/JMAG.2012.17.4.291
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an efficient methodology for accurate reliability assessment of electromagnetic devices. To achieve the goal, elaborate surrogated models to approximate constraint functions of interest are generated based on the dynamic Kriging method and a hypercube local window. Then, the Monte Carlo simulation scheme is applied to the surrogate models. This leads to reducing computational cost dramatically without degrading accuracy of the reliability analysis. The validity of the proposed method is tested and examined with a mathematical example and a loudspeaker design.
引用
收藏
页码:291 / 297
页数:7
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