LOCATION OF PLURAL DEFECTS IN CONDUCTIVE PLATES VIA NEURAL NETWORKS

被引:5
作者
MORABITO, FC
CAMPOLO, M
机构
[1] University of Reggio Calabria, Dipartimento di Ingegneria Elettronica e Matematica Applicata Via E. Cuzzocrea
关键词
D O I
10.1109/20.376378
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 paper treats an inverse electrostatic sample problem which is very similar to a real NonDestructive Testing (NDT) problem. The focus of the paper is on the use of an Artificial Neural Network (ANN) approach. The method here presented aims at detecting and characterising plural defects. The experimental results show the validity of the proposed processing.
引用
收藏
页码:1765 / 1768
页数:4
相关论文
共 14 条
[1]   A SELF-ORGANIZING NEURAL NETWORK APPROACH FOR AUTOMATIC MESH GENERATION [J].
AHN, CH ;
LEE, SS ;
LEE, HJ ;
LEE, SY .
IEEE TRANSACTIONS ON MAGNETICS, 1991, 27 (05) :4201-4204
[2]  
COCCORESE E, 1994, IN PRESS IEEE T MAGN
[3]  
Durand E, 1966, ELECTROSTATIQUE, VII
[4]   INVERSE PROBLEM METHODOLOGY AND FINITE-ELEMENTS IN THE IDENTIFICATION OF CRACKS, SOURCES, MATERIALS, AND THEIR GEOMETRY IN INACCESSIBLE LOCATIONS [J].
HOOLE, SRH ;
SUBRAMANIAM, S ;
SALDANHA, R ;
COULOMB, JL ;
SABONNADIERE, JC .
IEEE TRANSACTIONS ON MAGNETICS, 1991, 27 (03) :3433-3443
[5]   ARTIFICIAL NEURAL NETWORKS IN THE SOLUTION OF INVERSE ELECTROMAGNETIC-FIELD PROBLEMS [J].
HOOLE, SRH .
IEEE TRANSACTIONS ON MAGNETICS, 1993, 29 (02) :1931-1934
[6]   INCREASED RATES OF CONVERGENCE THROUGH LEARNING RATE ADAPTATION [J].
JACOBS, RA .
NEURAL NETWORKS, 1988, 1 (04) :295-307
[7]  
Kohonen T., 1988, SELF ORG ASS MEMORY
[8]   THE USE OF FINITE-ELEMENTS AND NEURAL NETWORKS FOR THE SOLUTION OF INVERSE ELECTROMAGNETIC PROBLEMS [J].
LOW, TS ;
CHAO, B .
IEEE TRANSACTIONS ON MAGNETICS, 1992, 28 (05) :2811-2813
[9]   DESIGN OPTIMIZATION OF ELECTROMAGNETIC DEVICES USING ARTIFICIAL NEURAL NETWORKS [J].
MOHAMMED, OA ;
PARK, DC ;
ULER, FG ;
CHEN, ZQ .
IEEE TRANSACTIONS ON MAGNETICS, 1992, 28 (05) :2805-2807
[10]  
MORABITO FC, 1994, TASK DECOMPOSITION N, pI566