메뉴 건너뛰기




Volumn 43, Issue 2, 2012, Pages 254-260

Unsupervised and supervised classification of AE data collected during fatigue test on CMC at high temperature

Author keywords

A. Ceramic matrix composites; C. Damage mechanics; D. Acoustic emission; D. Data clustering

Indexed keywords

ACOUSTIC EMISSION SIGNAL; APPLIED LOADS; CYCLIC FATIGUE; DAMAGE MECHANICS; DAMAGE MECHANISM; DAMAGE MODES; DATA CLUSTERING; FATIGUE TESTS; HIGH TEMPERATURE; LOADING MODES; MATRIX CRACK; MATRIX CRACKING; REAL-TIME IDENTIFICATION; SUPERVISED CLASSIFICATION; TESTING CONDITIONS; UNSUPERVISED CLASSIFICATION;

EID: 83955165288     PISSN: 1359835X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compositesa.2011.10.016     Document Type: Article
Times cited : (118)

References (32)
  • 2
    • 0035508175 scopus 로고    scopus 로고
    • Micromechanics-based approach to the mechanical behavior of brittle matrix composites
    • J. Lamon Micromechanics-based approach to the mechanical behavior of brittle matrix composites Compos Sci Technol 58 2002 2259 2272
    • (2002) Compos Sci Technol , vol.58 , pp. 2259-2272
    • Lamon, J.1
  • 6
    • 0028743756 scopus 로고
    • Fatigue damage mechanisms and environmental effects on the long-term performance of matrix composites
    • S.S. Lee, T. Nicholas, and L.P. Zawada Fatigue damage mechanisms and environmental effects on the long-term performance of matrix composites Mech Test Ceram Ceram Compos, ASME 1994 117 155
    • (1994) Mech Test Ceram Ceram Compos, ASME , pp. 117-155
    • Lee, S.S.1    Nicholas, T.2    Zawada, L.P.3
  • 7
    • 0002531730 scopus 로고
    • Acoustic emission, principles and instrumentation
    • A.G. Beattie Acoustic emission, principles and instrumentation J Acoust Emission 2 1983 95 128
    • (1983) J Acoust Emission , vol.2 , pp. 95-128
    • Beattie, A.G.1
  • 8
    • 0029250984 scopus 로고
    • Longitudinal splitting and fibre breakage characterisation in graphite/epoxy using acoustic emission data
    • T.M. Ely, and E.K. Hill Longitudinal splitting and fibre breakage characterisation in graphite/epoxy using acoustic emission data Mater Eval 1995 288 294
    • (1995) Mater Eval , pp. 288-294
    • Ely, T.M.1    Hill, E.K.2
  • 9
    • 0028671688 scopus 로고
    • On the use of acoustic emission to investigate damage mechanisms in glass-fibre-reinforced polypropylene
    • S. Barré, and M.-L. Benzeggagh On the use of acoustic emission to investigate damage mechanisms in glass-fibre-reinforced polypropylene Compos Sci Technol 52 1994 369 376 (Pubitemid 1200415)
    • (1994) Composites Science & Technology , vol.52 , Issue.3 , pp. 369-376
    • Barre, S.1    Benzeggagh, M.L.2
  • 11
    • 0005449710 scopus 로고
    • Acoustic emission analysis on interfacial fracture of laminated fabric polymer matrix composite
    • T. Uenoya Acoustic emission analysis on interfacial fracture of laminated fabric polymer matrix composite J Acoust Emission 13 1995 S95 S102
    • (1995) J Acoust Emission , vol.13
    • Uenoya, T.1
  • 13
    • 0029489114 scopus 로고
    • Real-time frequency determination of acoustic emission for different fracture mechanisms in carbon/epoxy composites
    • P.J. 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 Compos Sci Technol 55 1995 405 412
    • (1995) Compos Sci Technol , vol.55 , pp. 405-412
    • Groot, P.J.1    Wijnen, P.A.M.2    Janssen, R.B.F.3
  • 14
    • 0029291126 scopus 로고
    • Fracture mechanisms in unnotched and notched SiC/SiC composites studied by acoustic emission analysis
    • M. Shiwa, O.Y. Chen, T. Kishi, S. Carpenter, S. Mitsuno, and H. Ichikawa Fracture mechanisms in unnotched and notched SiC/SiC composites studied by acoustic emission analysis Mater Trans 36 4 1995 511 517
    • (1995) Mater Trans , vol.36 , Issue.4 , pp. 511-517
    • Shiwa, M.1    Chen, O.Y.2    Kishi, T.3    Carpenter, S.4    Mitsuno, S.5    Ichikawa, H.6
  • 16
    • 33751548465 scopus 로고    scopus 로고
    • Damage assessment of oxide fibre reinforced oxide ceramic matrix composites using acoustic emission
    • DOI 10.1016/j.ceramint.2005.11.016, PII S0272884206000290
    • F. Kaya Damage assessment of oxide fibre reinforced oxide ceramic matrix composites using acoustic emission Ceram Int 33 2007 279 284 (Pubitemid 44830155)
    • (2007) Ceramics International , vol.33 , Issue.2 , pp. 279-284
    • Kaya, F.1
  • 18
    • 0001503593 scopus 로고    scopus 로고
    • Fiber effects on minicomposite mechanical properties for several silicon carbide fiber-chemically vapor-infiltrated silicon carbide matrix systems
    • G.N. Morscher, and J. Martinez-Fernandez Fibre effects on minicomposite mechanical properties for several silicon carbide fibre-chemically vapour-infiltrated silicon carbide matrix systems J Am Ceram Soc 82 1 1999 145 155 (Pubitemid 129688389)
    • (1999) Journal of the American Ceramic Society , vol.82 , Issue.1 , pp. 145-155
    • Morscher, G.N.1    Martinez-Fernandez, J.2
  • 19
    • 0032097263 scopus 로고
    • Introduction to statistical pattern recognition
    • NY (NY): Academic Press
    • Fukunaga K. Introduction to statistical pattern recognition. Electrical Science Series. NY (NY): Academic Press; 1972.
    • (1972) Electrical Science Series
    • Fukunaga, K.1
  • 21
    • 0005489425 scopus 로고    scopus 로고
    • Classification of acoustic emission signatures using a self-organization neural network
    • T. Yan, K. Holford, D. Carter, and J. Brandon Classification of acoustic emission signatures using a self-organization neural network J Acoust Emission 17 1/2 1999 49 59
    • (1999) J Acoust Emission , vol.17 , Issue.1-2 , pp. 49-59
    • Yan, T.1    Holford, K.2    Carter, D.3    Brandon, J.4
  • 23
    • 0036487280 scopus 로고    scopus 로고
    • The global k-means clustering algorithm
    • DOI 10.1016/S0031-3203(02)00060-2, PII S0031320302000602
    • A. Likas, N. Vlassis, and J. Verbeek The global k-means clustering algorithm Pattern Recog 36 2 2003 451 461 (Pubitemid 35212840)
    • (2002) Pattern Recognition , vol.36 , Issue.2 , pp. 451-461
    • Likas, A.1    Vlassis, N.2    J. Verbeek, J.3
  • 24
    • 0141526765 scopus 로고
    • Clustering methodology for the evaluation of acoustic emission from composites
    • A.A. Anastassopoulos, and T.P. Philippidis Clustering methodology for the evaluation of acoustic emission from composites J. Acoust Emission 13 1995 1 22
    • (1995) J. Acoust Emission , vol.13 , pp. 1-22
    • Anastassopoulos, A.A.1    Philippidis, T.P.2
  • 25
    • 0141458008 scopus 로고    scopus 로고
    • On the identification of the failure mechanisms in oxide/oxide composites using acoustic emission
    • V. Kostosopoulos, T.H. Loutas, A. Kontsos, G. Sotiriadis, and Y.Z. Pappas On the identification of the failure mechanisms in oxide/oxide composites using acoustic emission NDT & E Int 36 2003 571 580
    • (2003) NDT & e Int , vol.36 , pp. 571-580
    • Kostosopoulos, V.1    Loutas, T.H.2    Kontsos, A.3    Sotiriadis, G.4    Pappas, Y.Z.5
  • 26
    • 0032097739 scopus 로고    scopus 로고
    • Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring
    • Y.Z. Pappas, A. Kontsos, T.H. Loutas, and V. Kostosopoulos Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring NDT & E Int 31 1998 571 580
    • (1998) NDT & e Int , vol.31 , pp. 571-580
    • Pappas, Y.Z.1    Kontsos, A.2    Loutas, T.H.3    Kostosopoulos, V.4
  • 27
    • 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, and R. Gaertner Clustering of acoustic emission signals collected during tensile tests on unidirectional glass/polyester composite using supervised and unsupervised classifiers NDT & E Int 37 2004 253 264
    • (2004) NDT & e Int , vol.37 , pp. 253-264
    • Godin, N.1    Huguet, S.2    Gaertner, R.3
  • 28
    • 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's self-organising map and k-means algorithm for the segmentation of the AE data collected during tensile tests on cross-ply composites NDT&E Int 38 4 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
  • 29
    • 40649100725 scopus 로고    scopus 로고
    • Analyse of damage mechanisms and associated acoustic emission in two SiC/[Si-B-C] composites exhibiting different tensile curves. Part I: Damage patterns and acoustic emission activity
    • M. Moevus, D. Rouby, N. Godin, M. R'Mili, P. Reynaud, and G. Fantozzi Analyse of damage mechanisms and associated acoustic emission in two SiC/[Si-B-C] composites exhibiting different tensile curves. Part I: damage patterns and acoustic emission activity Compos Sci Technol 68 6 2008 1250 1257
    • (2008) Compos Sci Technol , vol.68 , Issue.6 , pp. 1250-1257
    • Moevus, M.1    Rouby, D.2    Godin, N.3    R'Mili, M.4    Reynaud, P.5    Fantozzi, G.6
  • 30
    • 40649119409 scopus 로고    scopus 로고
    • Analyse of damage mechanisms and associated acoustic emission in two SiC/[Si-B-C] composites exhibiting different tensile curves. Part II: Unsupervised acoustic emission data clustering
    • M. Moevus, N. Godin, D. Rouby, M. R'Mili, P. Reynaud, and G. Fantozzi Analyse of damage mechanisms and associated acoustic emission in two SiC/[Si-B-C] composites exhibiting different tensile curves. Part II: unsupervised acoustic emission data clustering Comp Sci Technol 68 6 2008 1258 1265
    • (2008) Comp Sci Technol , vol.68 , Issue.6 , pp. 1258-1265
    • Moevus, M.1    Godin, N.2    Rouby, D.3    R'Mili, M.4    Reynaud, P.5    Fantozzi, G.6
  • 32
    • 0033100624 scopus 로고    scopus 로고
    • A new nearest-neighbor rule in the pattern classification problem
    • K. Hattori, and M. Takahashi A new nearest-neighbor rule in the pattern classification problem Pattern Recogn 32 1999 425 432
    • (1999) Pattern Recogn , vol.32 , pp. 425-432
    • Hattori, K.1    Takahashi, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.