메뉴 건너뛰기




Volumn 25, Issue 4, 2011, Pages 1393-1407

On acoustic emission for failure investigation in CFRP: Pattern recognition and peak frequency analyses

Author keywords

Acoustic emission; Composites; Failure; Frequency; Neural network

Indexed keywords

CARBON FIBRES; CLUSTERING ANALYSIS; COMPACT TENSION; COMPETITIVE NEURAL NETWORK; COMPOSITES; DOUBLE CANTILEVER BEAM; END NOTCHED FLEXURES; FAILURE; FAILURE INVESTIGATION; FOUR-POINT BEND; FREQUENCY; FREQUENCY CONTENTS; K-MEANS; PATTERN RECOGNITION ALGORITHMS; PEAK FREQUENCIES; SELF-ORGANISING MAPS; TEST CONFIGURATIONS;

EID: 79952316382     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2010.11.014     Document Type: Article
Times cited : (531)

References (28)
  • 1
    • 85076870682 scopus 로고    scopus 로고
    • Delamination location and size by modified acoustic emission on cross-ply CFRP laminates during compressioncompression fatigue loading
    • C.A. Paget Delamination location and size by modified acoustic emission on cross-ply CFRP laminates during compressioncompression fatigue loading Proceedings of the 17th International Conference on Composite Materials 2009
    • (2009) Proceedings of the 17th International Conference on Composite Materials
    • Paget, C.A.1
  • 2
    • 0020833420 scopus 로고
    • Failure mechanism discrimination in carbon fibre-reinforced epoxy composites
    • DOI 10.1016/0010-4361(83)90153-2
    • D. Valentin, P. Bonniau, and A.R. Bunsell Failure mechanism discrimination in carbon fibre-reinforced epoxy composites Composites 14 1983 345 351 (Pubitemid 14466352)
    • (1983) Composites , vol.14 , Issue.4 , pp. 345-351
    • Valentin, D.1    Bonniau, Ph.2    Bunsell, A.R.3
  • 3
    • 0025206308 scopus 로고
    • Acoustic emission in carbon fibre composites
    • DOI 10.1016/0266-3538(90)90012-T
    • J.M. Berthelot, and J. Rhazi Acoustic emission in carbon fibre composites Composites Science and Technology 37 1990 411 428 (Pubitemid 20657213)
    • (1990) Composites Science and Technology , vol.37 , Issue.4 , pp. 411-428
    • Berthelot, J.M.1    Rhazi, J.2
  • 4
    • 2442488123 scopus 로고    scopus 로고
    • Clustering of acoustic emission signals collected during tensile tests on unidirectional glass/polyester composite using supervised and unsupervised classifiers
    • N. Godin, S. Huguet, R. Gaertner, and L. Salmon Clustering of acoustic emission signals collected during tensile tests on unidirectional glass/polyester composite using supervised and unsupervised classifiers NDT&E International 37 2004 253 264
    • (2004) NDT&E International , vol.37 , pp. 253-264
    • Godin, N.1    Huguet, S.2    Gaertner, R.3    Salmon, L.4
  • 5
    • 0029489114 scopus 로고
    • Real-time frequency determination of acoustic emission for different fracture mechanisms in carbon/epoxy composites
    • P.J. de Groot, P.A.M. Wijnen, and R.B.F. Janssen Real-time frequency determination of acoustic emission for different fracture mechanisms in carbon/epoxy composites Composites Science and Technology 55 1995 405 412
    • (1995) Composites Science and Technology , vol.55 , pp. 405-412
    • De Groot, P.J.1    Wijnen, P.A.M.2    Janssen, R.B.F.3
  • 6
    • 0037128693 scopus 로고    scopus 로고
    • Wavelet transform of acoustic emission signals in failure of model composites
    • DOI 10.1016/S0013-7944(01)00105-9, PII S0013794401001059
    • Q.Q. Ni, and M. Iwamoto Wavelet transform of acoustic emission signals in failure of model composites Engineering Fracture Mechanics 69 2002 717 728 (Pubitemid 34294661)
    • (2002) Engineering Fracture Mechanics , vol.69 , Issue.6 , pp. 717-728
    • Ni, Q.-Q.1    Iwamoto, M.2
  • 7
    • 2942597580 scopus 로고    scopus 로고
    • Identification of failure modes in glass/polypropylene composites by means of the primary frequency content of the acoustic emission event
    • DOI 10.1016/j.compscitech.2004.01.008, PII S0266353804000193
    • C.R. Ramirez-Jimenez, N. Papadakis, N. Reynolds, T.H. Gan, P. Purnell, and M. Pharaoh Identification of failure modes in glass/polypropylene composites by means of the primary frequency content of the acoustic emission event Composites Science and Technology 64 2004 1819 1827 (Pubitemid 38763643)
    • (2004) Composites Science and Technology , vol.64 , Issue.12 , pp. 1819-1827
    • Ramirez-Jimenez, C.R.1    Papadakis, N.2    Reynolds, N.3    Gan, T.H.4    Purnell, P.5    Pharaoh, M.6
  • 8
    • 33646568461 scopus 로고    scopus 로고
    • Damage evolution in center-holed glass-polyester composites under quasi-static loading using time-frequency analysis of acoustic emission monitored waveforms
    • T.H. Loutas, V. Kostopoulos, C. Ramirez-Jimenez, and M. Pharaoh Damage evolution in center-holed glass-polyester composites under quasi-static loading using time-frequency analysis of acoustic emission monitored waveforms Composites Science and Technology 66 2006 1366 1375
    • (2006) Composites Science and Technology , vol.66 , pp. 1366-1375
    • Loutas, T.H.1    Kostopoulos, V.2    Ramirez-Jimenez, C.3    Pharaoh, M.4
  • 9
    • 0033874371 scopus 로고    scopus 로고
    • Wavelet-based AE characterization of composite materials
    • DOI 10.1016/S0963-8695(99)00037-7
    • G. Qi Wavelet-based AE characterization of composite materials NDT&E International 33 2000 133 144 (Pubitemid 30540263)
    • (2000) NDT and E International , vol.33 , Issue.3 , pp. 133-144
    • Qi, G.1
  • 10
    • 13444249676 scopus 로고    scopus 로고
    • Integration of the Kohonen's self-organising map and k-means algorithm for the segmentation of the AE data collected during tensile tests on cross-ply composites
    • DOI 10.1016/j.ndteint.2004.09.006, PII S0963869504001197
    • N. Godin, S. Huguet, and R. Gaertner Integration of the kohonen self-organising map and k-means algorithm for the segmentation of the AE data collected during tensile tests on cross-ply composites NDT&E International 38 2005 299 309 (Pubitemid 40206438)
    • (2005) NDT and E International , vol.38 , Issue.4 , pp. 299-309
    • Godin, N.1    Huguet, S.2    Gaertner, R.3
  • 11
    • 38949209879 scopus 로고    scopus 로고
    • Health monitoring of FRP using acoustic emission and artificial neural networks
    • DOI 10.1016/j.compstruc.2007.02.015, PII S0045794907000867
    • R. de Oliveira, and A.T. Marques Health monitoring of FRP using acoustic emission and artificial neural networks Computers and Structures 86 2008 367 373 (Pubitemid 351221127)
    • (2008) Computers and Structures , vol.86 , Issue.3-5 , pp. 367-373
    • De Oliveira, R.1    Marques, A.T.2
  • 13
    • 44549084570 scopus 로고    scopus 로고
    • Damage characterization of polymer-based composite materials: Multivariable analysis and wavelet transform for clustering acoustic emission data
    • A. Marec, J.-H. Thomas, and R. El Guerjouma Damage characterization of polymer-based composite materials: multivariable analysis and wavelet transform for clustering acoustic emission data Mechanical Systems and Signal Processing 22 2008 1441 1464
    • (2008) Mechanical Systems and Signal Processing , vol.22 , pp. 1441-1464
    • Marec, A.1    Thomas, J.-H.2    El Guerjouma, R.3
  • 14
    • 0033308297 scopus 로고    scopus 로고
    • Modal analysis of acoustic emission signals from CFRP laminates
    • DOI 10.1016/S0963-8695(98)00077-2
    • M. Surgeon, and M. Wevers Modal analysis of acoustic emission signals from CFRP laminates NDT&E International 32 1999 311 322 (Pubitemid 30547430)
    • (1999) NDT and E International , vol.32 , Issue.6 , pp. 311-322
    • Surgeon, M.1    Wevers, M.2
  • 15
    • 33746335052 scopus 로고    scopus 로고
    • Fracture toughness of the tensile and compressive fibre failure modes in laminated composites
    • DOI 10.1016/j.compscitech.2005.12.023, PII S026635380600011X
    • S.T. Pinho, P. Robinson, and L. Iannucci Fracture toughness of the tensile and compressive fibre failure modes in laminated composites Composites Science and Technology 66 2006 2069 2079 (Pubitemid 44109079)
    • (2006) Composites Science and Technology , vol.66 , Issue.13 , pp. 2069-2079
    • Pinho, S.T.1    Robinson, P.2    Iannucci, L.3
  • 20
    • 77953132757 scopus 로고    scopus 로고
    • On the transition from shear-driven fibre compressive failure to fibre kinking in notched CFRP laminates under longitudinal compression
    • R. Gutkin, S.T. Pinho, P. Robinson, and P.T. Curtis On the transition from shear-driven fibre compressive failure to fibre kinking in notched CFRP laminates under longitudinal compression Composites Science and Technology 70 2010 1223 1231
    • (2010) Composites Science and Technology , vol.70 , pp. 1223-1231
    • Gutkin, R.1    Pinho, S.T.2    Robinson, P.3    Curtis, P.T.4
  • 21
    • 0032097739 scopus 로고    scopus 로고
    • Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring
    • PII S0963869598000024
    • Y.Z. Pappas, Y.P. Markopoulos, and V. Kostopoulos Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring NDT&E International 31 1998 157 163 (Pubitemid 128393563)
    • (1998) NDT and E International , vol.31 , Issue.3 , pp. 157-163
    • Pappas, Y.Z.1    Markopoulos, Y.P.2    Kostopoulos, V.3
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen The self-organizing map Proceedings of the IEEE 78 1990 1464 1480
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 25
    • 0002656190 scopus 로고
    • Feature discovery by competitive learning
    • D.E. Rumelhart, and D. Zipser Feature discovery by competitive learning Cognitive Science 9 1985 75 112
    • (1985) Cognitive Science , vol.9 , pp. 75-112
    • Rumelhart, D.E.1    Zipser, D.2
  • 26
    • 25144465421 scopus 로고    scopus 로고
    • Self-organizing Maps as substitutes for K-means clustering
    • Computational Science - ICCS 2005: 5th International Conference, Proceedings
    • F. Bao, V. Lobo, M. Painho, Self-organizing Maps as Substitutes for K-Means Clustering, in: Lecture Notes in Computer Science, SpringerLink, 2005, pp. 476483. (Pubitemid 41342515)
    • (2005) Lecture Notes in Computer Science , vol.3516 , Issue.3 , pp. 476-483
    • Bacao, F.1    Lobo, V.2    Painho, M.3
  • 27


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.