Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network

被引:7
作者
Babaei, A.
Suratgar, A. A. [1 ,2 ]
Salemi, A. H. [3 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
[2] Arak Univ, Dept Elect Engn, Arak Univ, Iran
[3] Islamic Azad Univ, Dept Elect Engn, Arak Branch, Arak, Iran
关键词
nondestructive testing; eddy current; artificial neural network; finite element method; rectangular crack;
D O I
10.1016/S1665-6423(13)71549-9
中图分类号
学科分类号
摘要
In this paper a method for estimating the dimension of rectangular cracks is proposed. The use of Eddy current (EC) nondestructive testing (NDT) based on probe impedance changes on the crack regions is considered. The artificial neural network estimates the dimension of new cracks using impedance changes of the eddy current probe. The experimental results and finite element method (FEM) results are used for training the artificial neural network. By increasing the number of experiments, the results of the finite element method are not necessary. The simulation results are very promising.
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页码:397 / 401
页数:5
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