Two-level approach for solving the inverse problem of defects identification in Eddy Current Testing-type NDT

被引:1
|
作者
Putek, Piotr [1 ]
Crevecoeur, Guillaume [2 ,3 ]
Slodicka, Marian [1 ]
Gawrylczyk, Konstanty M. [4 ]
van Keer, Roger [1 ]
Dupre, Luc [2 ,3 ]
机构
[1] Univ Ghent, NaM, B-9000 Ghent, Belgium
[2] Univ Ghent, Dept Math Anal, Res Grp, B-9000 Ghent, Belgium
[3] Univ Ghent, Dept Elect Energy Syst & Automat, B-9000 Ghent, Belgium
[4] West Pomeranian Univ Technol Szczecin, Dept Elect & Diagnost, PL-70313 Szczecin, Poland
关键词
defect characterization; electromagnetic inverse problem; two level optimization algorithms; eddy current testing method; sensitivity analysis;
D O I
10.2478/v10171-011-0041-4
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 ; 0809 ;
摘要
This work deals with the inverse problem associated to 3D crack identification inside a conductive material using eddy current measurements. In order to accelerate the time-consuming direct optimization, the reconstruction is provided by the minimization of a last-square functional of the data-model misfit using space mapping (SM) methodology. This technique enables to shift the optimization burden from a time consuming and accurate model to the less precise but faster coarse surrogate model. In this work, the finite element method (FEM) is used as a fine model while the model based on the volume integral method (VIM) serves as a coarse model. The application of the proposed method to the shape reconstruction allows to shorten the evaluation time that is required to provide the proper parameter estimation of surface defects.
引用
收藏
页码:497 / 518
页数:22
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