메뉴 건너뛰기




Volumn 15, Issue 4, 2006, Pages

Low-cost delamination monitoring of CFRP beams using electrical resistance changes with neural networks

Author keywords

[No Author keywords available]

Indexed keywords

CARBON FIBER REINFORCED PLASTICS; COST EFFECTIVENESS; DATA ACQUISITION; ELECTRIC CONDUCTIVITY; ELECTRIC RESISTANCE; FINITE ELEMENT METHOD; NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION; SENSORS;

EID: 33746279925     PISSN: 09641726     EISSN: 1361665X     Source Type: Journal    
DOI: 10.1088/0964-1726/15/4/N01     Document Type: Article
Times cited : (28)

References (30)
  • 1
    • 0000794275 scopus 로고
    • A study on flaw detection method for CFRP composite laminates (1st Report). the measurement of crack extension in CFRP composites by electrical potential method
    • Moriya K and Endo T 1988 A study on flaw detection method for CFRP composite laminates (1st Report). The measurement of crack extension in CFRP composites by electrical potential method Aeronaut. Space Sci. Japan 36 139-46 (in Japanese)
    • (1988) Aeronaut. Space Sci. Japan , vol.36 , pp. 139-146
    • Moriya, K.1    Endo, T.2
  • 2
    • 0024899618 scopus 로고
    • Load and failure analyses of CFRP laminates by means of electrical resistively measurements
    • Schulte K and Baron Ch 1989 Load and failure analyses of CFRP laminates by means of electrical resistively measurements Compos. Sci. Technol. 36 63-76
    • (1989) Compos. Sci. Technol. , vol.36 , Issue.1 , pp. 63-76
    • Schulte, K.1    Ch, B.2
  • 4
    • 0027147109 scopus 로고
    • Electrical crack length measurement and the temperature dependence of the mode i fracture toughness of carbon fiber reinforced plastics
    • Fischer Chr and Arendts F J 1993 Electrical crack length measurement and the temperature dependence of the mode I fracture toughness of carbon fiber reinforced plastics Compos. Sci. Technol. 46 319-23
    • (1993) Compos. Sci. Technol. , vol.46 , Issue.4 , pp. 319-323
    • Chr, F.1    Arendts, F.J.2
  • 5
    • 36149029586 scopus 로고
    • Carbon fiber reinforced concrete for smart structures capable of non-destructive flaw detection
    • Chen P W and Chung D D L 1993 Carbon fiber reinforced concrete for smart structures capable of non-destructive flaw detection Smart Mater. Struct. 2 22-30
    • (1993) Smart Mater. Struct. , vol.2 , Issue.1 , pp. 22-30
    • Chen, P.W.1    Chung, D.D.L.2
  • 6
    • 0028166987 scopus 로고
    • Electrical resistance measurement technique for detecting failure in CFRP materials at high strain rate
    • Kaddoour A S, Al-Salehi F A and Al-Hassani S T S 1994 Electrical resistance measurement technique for detecting failure in CFRP materials at high strain rate Compos. Sci. Technol. 51 377-85
    • (1994) Compos. Sci. Technol. , vol.51 , Issue.3 , pp. 377-385
    • Kaddoour, A.S.1    Al-Salehi, F.A.2    Al-Hassani, S.T.S.3
  • 8
    • 0029276170 scopus 로고
    • Carbon-fiber-reinforced concrete as intrinsically smart concrete damage assessment during dynamic loading
    • Chen P W and Chung D D L 1995 Carbon-fiber-reinforced concrete as intrinsically smart concrete damage assessment during dynamic loading J. Am. Ceram. Soc. 78 816-8
    • (1995) J. Am. Ceram. Soc. , vol.78 , Issue.3 , pp. 816-818
    • Chen, P.W.1    Chung, D.D.L.2
  • 9
    • 0000617993 scopus 로고    scopus 로고
    • Sensing delamination in a carbon fiber polymer-matrix composite during fatigue by electrical resistance measurement
    • Wang X and Chung D D L 1997 Sensing delamination in a carbon fiber polymer-matrix composite during fatigue by electrical resistance measurement Polym. Compos. 18 692-700
    • (1997) Polym. Compos. , vol.18 , Issue.6 , pp. 692-700
    • Wang, X.1    Chung, D.D.L.2
  • 10
    • 0032136107 scopus 로고    scopus 로고
    • Fatigue damage characterization in carbon fiber composite materials using an electric potential technique
    • Irving P E and Thiagarajan C 1998 Fatigue damage characterization in carbon fiber composite materials using an electric potential technique Smart Mater. Struct. 7 456-66
    • (1998) Smart Mater. Struct. , vol.7 , Issue.4 , pp. 456-466
    • Irving, P.E.1    Thiagarajan, C.2
  • 11
  • 12
    • 0033303902 scopus 로고    scopus 로고
    • Damage detection of CFRP laminates using electrical resistance measurement and neural network
    • Seo D C and Lee J J 1999 Damage detection of CFRP laminates using electrical resistance measurement and neural network Compos. Struct. 47 525-30
    • (1999) Compos. Struct. , vol.47 , Issue.1-4 , pp. 525-530
    • Seo, D.C.1    Lee, J.J.2
  • 13
    • 0035337664 scopus 로고    scopus 로고
    • In-situ monitoring of damage in CFRP laminates by means of AC and DC measurements
    • Abry J C, Choi Y K, Chateauminois A, Dalloz B and Giraud G 2001 In-situ monitoring of damage in CFRP laminates by means of AC and DC measurements Compos. Sci. Technol. 61 855-64
    • (2001) Compos. Sci. Technol. , vol.61 , Issue.6 , pp. 855-864
    • Abry, J.C.1    Choi, Y.K.2    Chateauminois, A.3    Dalloz, B.4    Giraud, G.5
  • 14
    • 0035339087 scopus 로고    scopus 로고
    • Monitoring bending fatigue in carbon-fiber/epoxy composite strands: A comparison between mechanical and resistance techniques
    • Weber I and Schwartz P 2001 Monitoring bending fatigue in carbon-fiber/epoxy composite strands: a comparison between mechanical and resistance techniques Compos. Sci. Technol. 61 849-53
    • (2001) Compos. Sci. Technol. , vol.61 , Issue.6 , pp. 849-853
    • Weber, I.1    Schwartz, P.2
  • 16
    • 0035337818 scopus 로고    scopus 로고
    • Non-destructive testing of FRP by DC and AC electrical method
    • Kupke M, Schulte K and Schuler R 2001 Non-destructive testing of FRP by DC and AC electrical method Compos. Sci. Technol. 61 837-47
    • (2001) Compos. Sci. Technol. , vol.61 , Issue.6 , pp. 837-847
    • Kupke, M.1    Schulte, K.2    Schuler, R.3
  • 17
    • 0035336707 scopus 로고    scopus 로고
    • Damage detection in CFRP by electrical conductance mapping
    • Schueler R, Joshi S P and Schulte K 2001 Damage detection in CFRP by electrical conductance mapping Compos. Sci. Technol. 61 921-30
    • (2001) Compos. Sci. Technol. , vol.61 , Issue.6 , pp. 921-930
    • Schueler, R.1    Joshi, S.P.2    Schulte, K.3
  • 18
  • 19
    • 0029388434 scopus 로고
    • Application of electric potential method to smart composite structures for detecting delamination
    • Todoroki A, Matsuura K and Kobayashi H 1995 Application of electric potential method to smart composite structures for detecting delamination JSME Int. J. A 38 524-30
    • (1995) JSME Int. J. , vol.38 , Issue.4 , pp. 524-530
    • Todoroki, A.1    Matsuura, K.2    Kobayashi, H.3
  • 20
    • 0002894120 scopus 로고    scopus 로고
    • Application of electrical potential method as delamination sensor for smart structures of graphite/epoxy
    • Todoroki A, Kobayashi H and Matsuura K 1997 Application of electrical potential method as delamination sensor for smart structures of graphite/epoxy US-Japan Workshop on Smart Materials and Structures ed K Inoue, S I Y Shen and M Taya (University of Washington TMS) pp47-54
    • (1997) US-Japan Workshop on Smart Materials and Structures , pp. 47-54
    • Todoroki, A.1    Kobayashi, H.2    Matsuura, K.3
  • 21
    • 0002231663 scopus 로고    scopus 로고
    • Delamination detection by electric resistance change for graphite/PEEK composites
    • Todoroki A 1997 Delamination detection by electric resistance change for graphite/PEEK composites Proc. 5th Japan Int. SAMPE Symp. pp899-904
    • (1997) Proc. 5th Japan Int. SAMPE Symp. , pp. 899-904
    • Todoroki, A.1
  • 22
    • 0001155873 scopus 로고    scopus 로고
    • Evaluation of orthotropic electrical resistance for delamination detection of CFRP by electrical potential method
    • Todoroki A, Suzuki H, Kobayashi H, Nakamura H and Shimamura Y 1998 Evaluation of orthotropic electrical resistance for delamination detection of CFRP by electrical potential method Trans. Japan. Soc. Mech. Eng. 1654-9 (in Japanese)
    • (1998) Trans. Japan. Soc. Mech. Eng. , pp. 1654-1659
    • Todoroki, A.1    Suzuki, H.2    Kobayashi, H.3    Nakamura, H.4    Shimamura, Y.5
  • 23
    • 0001364761 scopus 로고    scopus 로고
    • Health monitoring of internal delamination cracks for graphite/epoxy composites by electric potential method
    • Todoroki A and Suzuki H 2000 Health monitoring of internal delamination cracks for graphite/epoxy composites by electric potential method Appl. Mech. Eng. 5 283-94
    • (2000) Appl. Mech. Eng. , vol.5 , Issue.1 , pp. 283-294
    • Todoroki, A.1    Suzuki, H.2
  • 24
    • 0002619872 scopus 로고    scopus 로고
    • Response surface for delamination monitoring of graphite/epoxy composite using electric resistance change
    • Todoroki A, Tanaka Y and Shimamura Y 1999 Response surface for delamination monitoring of graphite/epoxy composite using electric resistance change Structural Health Monitoring 2000 ed F K Chang (Technomic) pp308-16
    • (1999) Structural Health Monitoring 2000 , pp. 308-316
    • Todoroki, A.1    Tanaka, Y.2    Shimamura, Y.3
  • 26
    • 0036646130 scopus 로고    scopus 로고
    • Delamination monitoring of graphite/epoxy laminated composite plate of electric resistance change method
    • Todoroki A, Tanaka Y and Shimamura Y 2002 Delamination monitoring of graphite/epoxy laminated composite plate of electric resistance change method Compos. Sci. Technol. 62 1151-60
    • (2002) Compos. Sci. Technol. , vol.62 , Issue.9 , pp. 1151-1160
    • Todoroki, A.1    Tanaka, Y.2    Shimamura, Y.3
  • 27
    • 0035477478 scopus 로고    scopus 로고
    • Effect of number of electrodes and diagnostic tool for delamination monitoring of graphite/epoxy laminates using electric resistance change
    • Todoroki A 2001 Effect of number of electrodes and diagnostic tool for delamination monitoring of graphite/epoxy laminates using electric resistance change Compos. Sci. Technol. 61 1871-80
    • (2001) Compos. Sci. Technol. , vol.61 , Issue.13 , pp. 1871-1880
    • Todoroki, A.1
  • 28
    • 0036535448 scopus 로고    scopus 로고
    • Measurement of orthotropic electric conductance of CFRP laminates and analysis of the effect on delamination monitoring with electric resistance change method
    • Todoroki A, Tanaka M and Shimamura Y 2002 Measurement of orthotropic electric conductance of CFRP laminates and analysis of the effect on delamination monitoring with electric resistance change method Compos. Sci. Technol. 62 619-28
    • (2002) Compos. Sci. Technol. , vol.62 , Issue.5 , pp. 619-628
    • Todoroki, A.1    Tanaka, M.2    Shimamura, Y.3
  • 29
    • 0042925638 scopus 로고    scopus 로고
    • High performance estimations of delamination of graphite/epoxy laminates with electric resistance change method
    • Todoroki A, Tanaka M and Shimamura Y 2003 High performance estimations of delamination of graphite/epoxy laminates with electric resistance change method Compos. Sci. Technol. 63 1911-20
    • (2003) Compos. Sci. Technol. , vol.63 , Issue.13 , pp. 1911-1920
    • Todoroki, A.1    Tanaka, M.2    Shimamura, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.