Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network
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| Format: | Artículo científico |
| Langue: | en |
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Universidad Nacional Autónoma de México
2013
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| _version_ | 1876438928450387968 |
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| author | A. Babaei |
| author_facet | A. Babaei |
| contents | Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network A. Babaei A. A. Suratgar A.H. Salemi Ingeniería eddy current rectangular crack finite element method Nondestructive testing artificial neural network 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. 2013 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47427855009 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.11 |
| format | Artículo científico |
| id | redalyc_47427855009 |
| institution | Redalyc |
| language | en |
| publishDate | 2013 |
| publisher | Universidad Nacional Autónoma de México |
| spellingShingle | Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network A. Babaei Ingeniería eddy current rectangular crack finite element method Nondestructive testing artificial neural network Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network A. Babaei A. A. Suratgar A.H. Salemi Ingeniería eddy current rectangular crack finite element method Nondestructive testing artificial neural network 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. 2013 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47427855009 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.11 |
| title | Dimension Estimation of Rectangular Cracks Using Impedance Changes of the Eddy Current Probe with a Neural Network |
| topic | Ingeniería eddy current rectangular crack finite element method Nondestructive testing artificial neural network |
| url | https://www.redalyc.org/articulo.oa?id=47427855009 |