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Volumn 24, Issue 1, 2011, Pages 87-92

Structure damage diagnosis using neural network and feature fusion

Author keywords

Damage diagnosis; Feature fusion; Frequency band energy; Neural network; Wavelet packet decomposition

Indexed keywords

DAMAGE DIAGNOSIS; DIAGNOSIS INFORMATION; FEATURE FUSION; INPUT FEATURES; MULTI SENSOR; NETWORK PATTERN; NEURAL NETWORK CLASSIFIER; ORTHOGONAL WAVELETS; RELATIVE ENERGIES; STRUCTURE DAMAGE; VIBRATION SIGNAL; WAVELET PACKET; WAVELET PACKET DECOMPOSITION;

EID: 78649653038     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2010.08.011     Document Type: Article
Times cited : (77)

References (19)
  • 1
    • 33947161024 scopus 로고    scopus 로고
    • Defect identification in rods subject to forced vibrations using the spatial wavelet transform
    • E. Castro, M.T. Garcia-Hernandez, and A. Gallego Defect identification in rods subject to forced vibrations using the spatial wavelet transform Applied Acoustics 68 2007 699 715
    • (2007) Applied Acoustics , vol.68 , pp. 699-715
    • Castro, E.1    Garcia-Hernandez, M.T.2    Gallego, A.3
  • 2
    • 0033909199 scopus 로고    scopus 로고
    • Data fusion neural network for tool condition monitoring in CNC milling machining
    • S.L. Chen, and Y.W. Jen Data fusion neural network for tool condition monitoring in CNC milling machining International Journal of Machine Tools & Manufacture 40 2000 381 400
    • (2000) International Journal of Machine Tools & Manufacture , vol.40 , pp. 381-400
    • Chen, S.L.1    Jen, Y.W.2
  • 5
    • 23144446338 scopus 로고    scopus 로고
    • Structural damage detection using neural network with learning rate improvement
    • X. Fang, H. Luo, and J. Tang Structural damage detection using neural network with learning rate improvement Computers and Structures 83 2005 2150 2161
    • (2005) Computers and Structures , vol.83 , pp. 2150-2161
    • Fang, X.1    Luo, H.2    Tang, J.3
  • 6
    • 0032688829 scopus 로고    scopus 로고
    • NDT data fusion at pixel level
    • X.E. Gros NDT data fusion at pixel level NDT& E International 32 1999 283 292
    • (1999) NDT& e International , vol.32 , pp. 283-292
    • Gros, X.E.1
  • 7
    • 33644604257 scopus 로고    scopus 로고
    • Structural damage detection using information fusion technique
    • H.Y. Guo Structural damage detection using information fusion technique Mechanical Systems and Signal Processing 20 2006 1173 1188
    • (2006) Mechanical Systems and Signal Processing , vol.20 , pp. 1173-1188
    • Guo, H.Y.1
  • 9
    • 0942291403 scopus 로고    scopus 로고
    • Phase i IASC-ASCE structural health monitoring benchmark problem using simulated data
    • E.A. Johnson, H.F. Lam, and L.S. Katafygiotis Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data Journal of Engineering Mechanics 130 1 2004 3 15
    • (2004) Journal of Engineering Mechanics , vol.130 , Issue.1 , pp. 3-15
    • Johnson, E.A.1    Lam, H.F.2    Katafygiotis, L.S.3
  • 10
    • 0142011522 scopus 로고    scopus 로고
    • Detection of structural damage via free vibration responses generated by approximating artificial neural networks
    • C.Y. Kao, and S.L. Hung Detection of structural damage via free vibration responses generated by approximating artificial neural networks Computers and Structures 81 2003 2631 2644
    • (2003) Computers and Structures , vol.81 , pp. 2631-2644
    • Kao, C.Y.1    Hung, S.L.2
  • 11
    • 0000391067 scopus 로고    scopus 로고
    • Dynamic learning rate neural network training and composite structural damage detection
    • H. Luo, and S. Hanagud Dynamic learning rate neural network training and composite structural damage detection AIAA Journal 35 9 1997 1522 1527
    • (1997) AIAA Journal , vol.35 , Issue.9 , pp. 1522-1527
    • Luo, H.1    Hanagud, S.2
  • 13
    • 33750495377 scopus 로고    scopus 로고
    • Multi-rate Kalman filtering for the data fusion of displacement and acceleration response measurements in dynamic system monitoring
    • A. Smyth, and M.L. Wu Multi-rate Kalman filtering for the data fusion of displacement and acceleration response measurements in dynamic system monitoring Mechanical Systems and Signal Processing 21 2007 706 723
    • (2007) Mechanical Systems and Signal Processing , vol.21 , pp. 706-723
    • Smyth, A.1    Wu, M.L.2
  • 14
    • 0242686081 scopus 로고    scopus 로고
    • Structural damage assessment based on wavelet transform
    • Z. Sun, and C.C. Chang Structural damage assessment based on wavelet transform Journal of Structural Engineering 128 10 2002 1354 1361
    • (2002) Journal of Structural Engineering , vol.128 , Issue.10 , pp. 1354-1361
    • Sun, Z.1    Chang, C.C.2
  • 15
    • 1842502816 scopus 로고    scopus 로고
    • Data fusion application from evidential databases as a support for decision making
    • A. Telmoudi, and S. Chakhar Data fusion application from evidential databases as a support for decision making Information and Software Technology 46 2004 547 555
    • (2004) Information and Software Technology , vol.46 , pp. 547-555
    • Telmoudi, A.1    Chakhar, S.2
  • 16
    • 0036610654 scopus 로고    scopus 로고
    • Non-parametric damage detection and characterization using smart piezoceramic material
    • K.K.H. Tseng, and A.S.K. Naidu Non-parametric damage detection and characterization using smart piezoceramic material Smart Material Structure 11 2002 317 329
    • (2002) Smart Material Structure , vol.11 , pp. 317-329
    • Tseng, K.K.H.1    Naidu, A.S.K.2
  • 17
    • 0037880859 scopus 로고    scopus 로고
    • Vibration-based damage detection for composite structures using wavelet transform and neural network identification
    • L.H. Yam, Y.J. Yan, and J.S. Jiang Vibration-based damage detection for composite structures using wavelet transform and neural network identification Composite Structures 60 2003 403 412
    • (2003) Composite Structures , vol.60 , pp. 403-412
    • Yam, L.H.1    Yan, Y.J.2    Jiang, J.S.3
  • 18
    • 33644976627 scopus 로고    scopus 로고
    • On the complexity of artificial neural networks for smart structures monitoring
    • K. Yuen, and H. Lam On the complexity of artificial neural networks for smart structures monitoring Engineering Structures 28 2006 977 984
    • (2006) Engineering Structures , vol.28 , pp. 977-984
    • Yuen, K.1    Lam, H.2
  • 19
    • 0031996485 scopus 로고    scopus 로고
    • Neural computing in mechanics
    • P. Zeng Neural computing in mechanics Applied Mechanics Review 51 2 1998 173 197
    • (1998) Applied Mechanics Review , vol.51 , Issue.2 , pp. 173-197
    • Zeng, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.