APPLICATION OF NEURAL NETWORKS TO THERMOGRAPHIC DATA REDUCTION FOR NONDESTRUCTIVE EVALUATION

被引:0
作者
GRINZATO, E [1 ]
MARINETTI, S [1 ]
BISON, PG [1 ]
MANDUCHI, G [1 ]
机构
[1] CNR,IGI,I-35127 PADUA,ITALY
来源
REVUE GENERALE DE THERMIQUE | 1995年 / 34卷 / 397期
关键词
INVERSE THERMAL PROBLEM; TNDE; NEURAL NETWORKS; IR THERMOGRAPHY;
D O I
暂无
中图分类号
O414.1 [热力学];
学科分类号
摘要
A methodological study on the use of artificial neural networks for thermal defects characterization is presented. An implementation of an algorithm called dynamic thermal tomography, by means of a tree like architecture is described. Experimental results obtained on plastic specimens, containing artificial defects, confirm the potential of the proposed data reduction procedure. The evaluation of depth, and particularly of the thickness of internal voids, proved extremely satisfactory.
引用
收藏
页码:17 / 27
页数:11
相关论文
共 23 条
[11]  
Herz J., 1991, INTRO THEORY NEURAL
[12]  
KRAPEZ JC, 1994, NATO ADV SCI INST SE, V262, P303
[13]  
KRAPEZ JC, 1991, RES NONDESTR EVAL, P101
[14]  
KRAPEZ JC, 1991, RES NONDESTR EVAL, P81
[15]  
MAILLET D, 1993, NONDESTRUCTIVE THERM, P137
[16]   THERMOGRAPHIC NONDESTRUCTIVE EVALUATION (NDE) - AN ALGORITHM FOR AUTOMATIC DEFECT EXTRACTION IN INFRARED IMAGES [J].
MALDAGUE, X ;
KRAPEZ, JC ;
POUSSART, D .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1990, 20 (03) :722-725
[17]  
PRABHU DR, 1993, REV PROGR QUANT NDE, V12
[18]  
Ruck D W, 1990, IEEE Trans Neural Netw, V1, P296, DOI 10.1109/72.80266
[19]   THERMAL NONDESTRUCTIVE TESTING OF CARBON-EPOXY COMPOSITES - DETAILED ANALYSIS AND DATA-PROCESSING [J].
VAVILOV, V ;
MALDAGUE, X ;
DUFORT, B ;
ROBITAILLE, F ;
PICARD, J .
NDT & E INTERNATIONAL, 1993, 26 (02) :85-95
[20]  
VAVILOV V, 1992, EUROTHERM SERIES, V27, P193