Influence of hydrolytic ageing on the acoustic emission signatures of damage mechanisms occurring during tensile tests on a polyester composite: Application of a Kohonen's map

被引:24
作者
Godin, N [1 ]
Huguet, S [1 ]
Gaertner, R [1 ]
机构
[1] Inst Natl Sci Appl, CNRS, UMR 5510, Etud Met Phys & Phys Mat Grp, F-69621 Villeurbanne, France
关键词
acoustic emission; polymer-matrix composites (PMCs); ageing; Kohonen's map;
D O I
10.1016/j.compstruct.2004.10.018
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
The effects of hydrolytic ageing on the acoustic emission signature of damage mechanisms occurring during tensile tests on a glass fibre reinforced polyester composite are investigated. These results are used to test the validity of a Kohonen's map established with AE data collected from an unaged specimen. This method enabled identification and classification of AE signals belonging to two different failure modes. The Kohonen self-organising map, trained on unaged specimens, is a valuable tool in assessment of damage type on the aged specimens. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:79 / 85
页数:7
相关论文
共 19 条
[1]  
Anastassopoulos AA, 1996, NON DESTRUCTIVE TESTING, P143
[2]   Identification of failure modes in GFRP using PVDF sensors: ANN approach [J].
Bar, HN ;
Bhat, MR ;
Murthy, CRL .
COMPOSITE STRUCTURES, 2004, 65 (02) :231-237
[3]   ON THE USE OF ACOUSTIC-EMISSION TO INVESTIGATE DAMAGE MECHANISMS IN GLASS-FIBER-REINFORCED POLYPROPYLENE [J].
BARRE, S ;
BENZEGGAGH, ML .
COMPOSITES SCIENCE AND TECHNOLOGY, 1994, 52 (03) :369-376
[4]   Acoustic emission characterization of failure modes in composites with ANN [J].
Bhat, C ;
Bhat, MR ;
Murthy, CRL .
COMPOSITE STRUCTURES, 2003, 61 (03) :213-220
[5]   Effect of wettability and ageing conditions on the physical and mechanical properties of uniaxially oriented jute-roving-reinforced polyester composites [J].
de Albuquerque, AC ;
Joseph, K ;
de Carvalho, LH ;
d'Almeida, JRM .
COMPOSITES SCIENCE AND TECHNOLOGY, 2000, 60 (06) :833-844
[6]  
FISHER ME, 1998, MATER EVAL, P1395
[7]   Clustering of acoustic emission signals collected during tensile tests on unidirectional glass/polyester composite using supervised and unsupervised classifiers [J].
Godin, N ;
Huguet, S ;
Gaertner, R ;
Salmon, L .
NDT & E INTERNATIONAL, 2004, 37 (04) :253-264
[8]   Use of acoustic emission to identify damage modes in glass fibre reinforced polyester [J].
Huguet, S ;
Godin, N ;
Gaertner, R ;
Salmon, L ;
Villard, D .
COMPOSITES SCIENCE AND TECHNOLOGY, 2002, 62 (10-11) :1433-1444
[9]  
Kohonen T., 1990, P IEEE, V43, P59
[10]   Use of acoustic emission to characterize corrosion fatigue damage accumulation in glass fiber reinforced polyester laminates [J].
Kotsikos, G ;
Evans, JT ;
Gibson, AG ;
Hale, J .
POLYMER COMPOSITES, 1999, 20 (05) :689-696