메뉴 건너뛰기




Volumn 144, Issue , 2016, Pages 96-107

A novel vibration based non-destructive testing for predicting glass fibre/matrix volume fraction in composites using a neural network model

Author keywords

Composites material; Neural network model; Non destructive testing; Vibration signal; Volume fraction

Indexed keywords

BRIDGE DECKS; DAMAGE DETECTION; FEATURE EXTRACTION; FIBERS; GLASS; GLASS FIBERS; VIBRATION ANALYSIS; VOLUME FRACTION;

EID: 84959319532     PISSN: 02638223     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compstruct.2016.02.066     Document Type: Article
Times cited : (35)

References (39)
  • 1
    • 77952935647 scopus 로고    scopus 로고
    • Determination of volume fraction values of filament wound glass and carbon fiber reinforced composites
    • Abdalla F., Megat M., Sapuan M., Sahari B.B. Determination of volume fraction values of filament wound glass and carbon fiber reinforced composites. ARPN J Eng Appl Sci 2008, 3(4):7-11.
    • (2008) ARPN J Eng Appl Sci , vol.3 , Issue.4 , pp. 7-11
    • Abdalla, F.1    Megat, M.2    Sapuan, M.3    Sahari, B.B.4
  • 2
    • 30944432109 scopus 로고    scopus 로고
    • Modeling the mechanical behavior of fiber-reinforced polymeric composite materials using artificial neural networks: a review
    • Kadi H.E. Modeling the mechanical behavior of fiber-reinforced polymeric composite materials using artificial neural networks: a review. Compos Struct 2006, 73(1):1-23.
    • (2006) Compos Struct , vol.73 , Issue.1 , pp. 1-23
    • Kadi, H.E.1
  • 3
    • 29844450069 scopus 로고    scopus 로고
    • The effect of testing temperature and volume fraction on impact energy of composites
    • Khalid A.A. The effect of testing temperature and volume fraction on impact energy of composites. Mater Des 2006, 27(6):499-506.
    • (2006) Mater Des , vol.27 , Issue.6 , pp. 499-506
    • Khalid, A.A.1
  • 4
    • 84883462852 scopus 로고    scopus 로고
    • Theoretical analysis of natural fiber volume fraction of reinforced composites
    • Messiry M.E. Theoretical analysis of natural fiber volume fraction of reinforced composites. Alexandria Eng J 2013, 52(3):301-306.
    • (2013) Alexandria Eng J , vol.52 , Issue.3 , pp. 301-306
    • Messiry, M.E.1
  • 6
    • 84943646499 scopus 로고    scopus 로고
    • Effect of fibre volume fraction on energy absorption capabilities of E-glass/polyester automotive crash structures
    • Esnaola A., Tena I., Aurrekoetxea J., Gallego I., Ulacia I. Effect of fibre volume fraction on energy absorption capabilities of E-glass/polyester automotive crash structures. Compos B 2015, 10.1016/j.compositesb.2015.09.007.
    • (2015) Compos B
    • Esnaola, A.1    Tena, I.2    Aurrekoetxea, J.3    Gallego, I.4    Ulacia, I.5
  • 7
    • 79955462939 scopus 로고    scopus 로고
    • The detection of aeronautical defects in situ on composite structures using non-destructive testing
    • Garnier C., Pastor M., Eyma F., Lorrain B. The detection of aeronautical defects in situ on composite structures using non-destructive testing. Compos Struct 2011, 93(5):1328-1336.
    • (2011) Compos Struct , vol.93 , Issue.5 , pp. 1328-1336
    • Garnier, C.1    Pastor, M.2    Eyma, F.3    Lorrain, B.4
  • 8
    • 84924939662 scopus 로고    scopus 로고
    • Damage identification in aircraft composite structures: a case study using various non-destructive testing techniques
    • Katunin A., Dragan K., Dziendzikowski M. Damage identification in aircraft composite structures: a case study using various non-destructive testing techniques. Compos Struct 2015, 127:1-9.
    • (2015) Compos Struct , vol.127 , pp. 1-9
    • Katunin, A.1    Dragan, K.2    Dziendzikowski, M.3
  • 9
    • 84918561199 scopus 로고    scopus 로고
    • Destructive and nondestructive evaluations of the effect of moisture absorption on the mechanical properties of polyester-based composites
    • Šturm R., Grimberg R., Savin A., Grum J. Destructive and nondestructive evaluations of the effect of moisture absorption on the mechanical properties of polyester-based composites. Compos B 2015, 71:10-16.
    • (2015) Compos B , vol.71 , pp. 10-16
    • Šturm, R.1    Grimberg, R.2    Savin, A.3    Grum, J.4
  • 10
    • 84887095390 scopus 로고    scopus 로고
    • Vibration based condition monitoring of a multistage epicyclic gearbox in lifting cranes
    • Assaad B., Eltabach M., Antoni J. Vibration based condition monitoring of a multistage epicyclic gearbox in lifting cranes. Mech Syst Signal Process 2014, 42(1-2):351-367.
    • (2014) Mech Syst Signal Process , vol.42 , Issue.1-2 , pp. 351-367
    • Assaad, B.1    Eltabach, M.2    Antoni, J.3
  • 11
    • 84937206650 scopus 로고    scopus 로고
    • The effects of moisture and micro-structural modifications in drying mortars on vibration-based NDT methods
    • Eiras J.N., Popovics J.S., Borrachero M.V., Monzó J., Payá J. The effects of moisture and micro-structural modifications in drying mortars on vibration-based NDT methods. Constr Build Mater 2015, 94:565-571.
    • (2015) Constr Build Mater , vol.94 , pp. 565-571
    • Eiras, J.N.1    Popovics, J.S.2    Borrachero, M.V.3    Monzó, J.4    Payá, J.5
  • 12
    • 84929459912 scopus 로고    scopus 로고
    • Vibration-based delamination diagnosis and modelling for composite laminate plates
    • Garcia D., Palazzetti R., Trendafilova I., Fiorini C., Zucchelli A. Vibration-based delamination diagnosis and modelling for composite laminate plates. Compos Struct 2015, 130:155-162.
    • (2015) Compos Struct , vol.130 , pp. 155-162
    • Garcia, D.1    Palazzetti, R.2    Trendafilova, I.3    Fiorini, C.4    Zucchelli, A.5
  • 13
    • 0022253409 scopus 로고
    • Nondestructive testing (NDT) of fibre-reinforced composite materials
    • Reynolds W.N. Nondestructive testing (NDT) of fibre-reinforced composite materials. Mater Des 1985, 5(6):256-270.
    • (1985) Mater Des , vol.5 , Issue.6 , pp. 256-270
    • Reynolds, W.N.1
  • 14
    • 84942296731 scopus 로고    scopus 로고
    • An evaluation of displacement-based finite element models used for free vibration analysis of homogeneous and composite plates
    • Burlayenko V.N., Altenbach H., Sadowski T. An evaluation of displacement-based finite element models used for free vibration analysis of homogeneous and composite plates. J Sound Vib 2015, 358:152-175.
    • (2015) J Sound Vib , vol.358 , pp. 152-175
    • Burlayenko, V.N.1    Altenbach, H.2    Sadowski, T.3
  • 15
    • 84927640527 scopus 로고    scopus 로고
    • Radial basis functions based on differential quadrature method for the free vibration analysis of laminated composite arbitrarily shaped plates
    • Fantuzzi N., Bacciocchi M., Tornabene F., Viola E., Ferreira A.J.M. Radial basis functions based on differential quadrature method for the free vibration analysis of laminated composite arbitrarily shaped plates. Compos B 2015, 78(65-78).
    • (2015) Compos B , vol.78 , Issue.65-78
    • Fantuzzi, N.1    Bacciocchi, M.2    Tornabene, F.3    Viola, E.4    Ferreira, A.J.M.5
  • 16
    • 84928792997 scopus 로고    scopus 로고
    • Vibration analysis of composite horizontal cylindrical tank with different layering using the finite element method
    • Farahani H., Barati F., Batmani H. Vibration analysis of composite horizontal cylindrical tank with different layering using the finite element method. Indian J Sci Technol 2015, 8(4):213-219.
    • (2015) Indian J Sci Technol , vol.8 , Issue.4 , pp. 213-219
    • Farahani, H.1    Barati, F.2    Batmani, H.3
  • 17
    • 84937027446 scopus 로고    scopus 로고
    • Vibration and acoustic responses of composite and sandwich panels under thermal environment
    • Li X., Yu K. Vibration and acoustic responses of composite and sandwich panels under thermal environment. Compos Struct 2015, 131:1040-1049.
    • (2015) Compos Struct , vol.131 , pp. 1040-1049
    • Li, X.1    Yu, K.2
  • 18
    • 84940435156 scopus 로고    scopus 로고
    • An exact spectral-dynamic stiffness method for free flexural vibration analysis of orthotropic composite plate assemblies - Part II: applications
    • Liu X., Banerjee J.R. An exact spectral-dynamic stiffness method for free flexural vibration analysis of orthotropic composite plate assemblies - Part II: applications. Compos Struct 2015, 132:1288-1302.
    • (2015) Compos Struct , vol.132 , pp. 1288-1302
    • Liu, X.1    Banerjee, J.R.2
  • 19
    • 84934894098 scopus 로고    scopus 로고
    • Non-linear free vibration analysis of point supported laminated composite skew plates
    • Naghsh A., Azhari M. Non-linear free vibration analysis of point supported laminated composite skew plates. Int J Non Linear Mech 2015, 76:64-76.
    • (2015) Int J Non Linear Mech , vol.76 , pp. 64-76
    • Naghsh, A.1    Azhari, M.2
  • 20
    • 84888816407 scopus 로고    scopus 로고
    • Impact damage identification in composite laminates using vibration testing
    • Pérez M.A., Gil L., Oller S. Impact damage identification in composite laminates using vibration testing. Compos Struct 2014, 108(1):267-276.
    • (2014) Compos Struct , vol.108 , Issue.1 , pp. 267-276
    • Pérez, M.A.1    Gil, L.2    Oller, S.3
  • 21
    • 84910639789 scopus 로고    scopus 로고
    • Vibration-based spatial damage identification in honeycomb-core sandwich composite structures using wavelet analysis
    • Katunin A. Vibration-based spatial damage identification in honeycomb-core sandwich composite structures using wavelet analysis. Compos Struct 2014, 118:385-391.
    • (2014) Compos Struct , vol.118 , pp. 385-391
    • Katunin, A.1
  • 22
    • 84879446354 scopus 로고    scopus 로고
    • Vibration modal analysis of defects in composite T-stiffened panels
    • Herman A.P., Orifici A.C., Mouritz A.P. Vibration modal analysis of defects in composite T-stiffened panels. Compos Struct 2013, 104:34-42.
    • (2013) Compos Struct , vol.104 , pp. 34-42
    • Herman, A.P.1    Orifici, A.C.2    Mouritz, A.P.3
  • 23
    • 84902546650 scopus 로고    scopus 로고
    • A global statistical model based approach for vibration response-only damage detection under various temperatures: a proof-of-concept study
    • Hios J.D., Fassois S.D. A global statistical model based approach for vibration response-only damage detection under various temperatures: a proof-of-concept study. Mech Syst Signal Process 2014, 49(1-2):77-94.
    • (2014) Mech Syst Signal Process , vol.49 , Issue.1-2 , pp. 77-94
    • Hios, J.D.1    Fassois, S.D.2
  • 24
    • 84924160202 scopus 로고    scopus 로고
    • Damage localization in composite lattice truss core sandwich structures based on vibration characteristics
    • Li B., Li Z., Zhou J., Ye L., Li E. Damage localization in composite lattice truss core sandwich structures based on vibration characteristics. Compos Struct 2015, 126:34-51.
    • (2015) Compos Struct , vol.126 , pp. 34-51
    • Li, B.1    Li, Z.2    Zhou, J.3    Ye, L.4    Li, E.5
  • 25
    • 0037880859 scopus 로고    scopus 로고
    • Vibration-based damage detection for composite structures using wavelet transform and neural network identification
    • Yam L.H., Yan Y.J., Jiang J.S. Vibration-based damage detection for composite structures using wavelet transform and neural network identification. Compos Struct 2003, 60(4):403-412.
    • (2003) Compos Struct , vol.60 , Issue.4 , pp. 403-412
    • Yam, L.H.1    Yan, Y.J.2    Jiang, J.S.3
  • 26
    • 84877014155 scopus 로고    scopus 로고
    • Vibration-based inverse algorithms for detection of delamination in composites
    • Zhang Z., Shankar K., Ray T., Morozov E.V., Tahtali M. Vibration-based inverse algorithms for detection of delamination in composites. Compos Struct 2013, 102:226-236.
    • (2013) Compos Struct , vol.102 , pp. 226-236
    • Zhang, Z.1    Shankar, K.2    Ray, T.3    Morozov, E.V.4    Tahtali, M.5
  • 27
    • 84901196030 scopus 로고    scopus 로고
    • Stationary and non-stationary random vibration modelling and analysis for an operating wind turbine
    • Fassois S.D., Avendano L.D. Stationary and non-stationary random vibration modelling and analysis for an operating wind turbine. Mech Syst Signal Process 2014, 47(1-2):263-285.
    • (2014) Mech Syst Signal Process , vol.47 , Issue.1-2 , pp. 263-285
    • Fassois, S.D.1    Avendano, L.D.2
  • 28
    • 69049090722 scopus 로고    scopus 로고
    • Autoregressive model-based gear shaft fault diagnosis using the Kolmogorov-Smirnov test
    • Wang X., Makis V. Autoregressive model-based gear shaft fault diagnosis using the Kolmogorov-Smirnov test. J Sound Vib 2009, 327(3-5):413-423.
    • (2009) J Sound Vib , vol.327 , Issue.3-5 , pp. 413-423
    • Wang, X.1    Makis, V.2
  • 29
    • 84961188135 scopus 로고    scopus 로고
    • Optimal selection of autoregressive model coefficients for early damage detectability with an application to wind turbine blades
    • Hoell S., Omenzetter P. Optimal selection of autoregressive model coefficients for early damage detectability with an application to wind turbine blades. Mech. Syst. Signal Process. 2015, 10.1016/j. ymssp.2015.09.007.
    • (2015) Mech. Syst. Signal Process.
    • Hoell, S.1    Omenzetter, P.2
  • 30
    • 84879692479 scopus 로고    scopus 로고
    • A functional model based statistical time series method for vibration based damage detection, localization, and magnitude estimation
    • Kopsaftopoulos F.P., Fassois S.D. A functional model based statistical time series method for vibration based damage detection, localization, and magnitude estimation. Mech Syst Signal Process 2013, 39(1-2):143-161.
    • (2013) Mech Syst Signal Process , vol.39 , Issue.1-2 , pp. 143-161
    • Kopsaftopoulos, F.P.1    Fassois, S.D.2
  • 31
    • 0001861718 scopus 로고    scopus 로고
    • The application of auto-regressive time series modelling for the time-frequency analysis of civil engineering structures
    • Owen J.S., Eccles B.J., Choo B.S., Woodings M.A. The application of auto-regressive time series modelling for the time-frequency analysis of civil engineering structures. Eng Struct 2001, 23:521-536.
    • (2001) Eng Struct , vol.23 , pp. 521-536
    • Owen, J.S.1    Eccles, B.J.2    Choo, B.S.3    Woodings, M.A.4
  • 32
    • 84861625185 scopus 로고    scopus 로고
    • Autoregressive statistical pattern recognition algorithms for damage detection in civil structures
    • Yao R., Pakzad S.N. Autoregressive statistical pattern recognition algorithms for damage detection in civil structures. Mech Syst Signal Process 2012, 31:355-368.
    • (2012) Mech Syst Signal Process , vol.31 , pp. 355-368
    • Yao, R.1    Pakzad, S.N.2
  • 34
    • 0029256645 scopus 로고
    • Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters
    • Mainardi L.T., Bianchi A.M., Baselli G., Cerutti S. Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters. IEEE Trans Biomed Eng 1995, 42(3):250-259.
    • (1995) IEEE Trans Biomed Eng , vol.42 , Issue.3 , pp. 250-259
    • Mainardi, L.T.1    Bianchi, A.M.2    Baselli, G.3    Cerutti, S.4
  • 37
    • 48349121510 scopus 로고    scopus 로고
    • A fault detection tool using analysis from an autoregressive model pole trajectory
    • Thanagasundram S., Spurgeon S., Soares Schlindwein F. A fault detection tool using analysis from an autoregressive model pole trajectory. J Sound Vib 2008, 317(3-5):975-993.
    • (2008) J Sound Vib , vol.317 , Issue.3-5 , pp. 975-993
    • Thanagasundram, S.1    Spurgeon, S.2    Soares, S.F.3
  • 38
    • 84891692484 scopus 로고    scopus 로고
    • Structural steel plate damage detection using non destructive testing, frame energy based statistical features and artificial neural networks
    • Paulraj M.P., Yaacob S., Abdul Majid M.S., Kazim M.N.F.M., Krishnan P. Structural steel plate damage detection using non destructive testing, frame energy based statistical features and artificial neural networks. Proc Eng 2013, 53:376-386.
    • (2013) Proc Eng , vol.53 , pp. 376-386
    • Paulraj, M.P.1    Yaacob, S.2    Abdul Majid, M.S.3    Kazim, M.N.F.M.4    Krishnan, P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.