Fast flaw reconstruction from 3D eddy current data

被引:32
作者
Badics, Z
Pavo, J
机构
[1] Ansoft Corp, Pittsburgh, PA 15219 USA
[2] Tech Univ Budapest, Dept Electromagnet Theory, H-1521 Budapest, Hungary
[3] Nucl Fuel Ind Ltd, Kumatori, Osaka 59004, Japan
关键词
inverse problems; optimization methods; flaw reconstruction; sensitivity; eddy currents; reaction variational method; finite element method;
D O I
10.1109/20.717657
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
An eddy current flaw reconstruction strategy based on the minimization of nonlinear least-squares error functionals is developed for problems with arbitrary specimen, probe and defect shapes. A fast 3D forward solver is created to rapidly predict eddy current signals in the inversion shell. High speed of the signal evaluation comes by utilizing a reaction data set constructed before performing the inversion by a finite element electromagnetic field simulator. The same pre-calculated reaction data set supports the quick evaluation of sensitivity information, thereby ensuring the efficient implementation of an optimization algorithm. This optimization algorithm combines first-order and stochastic optimization strategies and improves the reliability of the reconstruction significantly if the observed data contain large noise components. Examples with tube specimens are presented for different 3D flaw shapes.
引用
收藏
页码:2823 / 2828
页数:6
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