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Volumn 139, Issue 6, 2013, Pages 737-741

Substructure vibration NARX neural network approach for statistical damage inference

Author keywords

Damage detection; Damage indicator; Neural network; Sensor network; Statistical inference; Structural health monitoring

Indexed keywords

DAMAGE INDICATOR; LOS ALAMOS NATIONAL LABORATORY; MASS SPRING SYSTEMS; NON-LINEAR AUTOREGRESSIVE WITH EXOGENOUS; NON-LINEAR RESPONSE; SENSITIVE INDICATOR; STATISTICAL DISTRIBUTION; STATISTICAL INFERENCE;

EID: 84881289801     PISSN: 07339399     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)EM.1943-7889.0000363     Document Type: Article
Times cited : (43)

References (44)
  • 2
    • 0031078557 scopus 로고    scopus 로고
    • Signal versus noise in damage detection by experimentalmodal analysis
    • Alampalli, S., Fu, G., and Dillon, E.W. (1997). "Signal versus noise in damage detection by experimentalmodal analysis." J. Struct.Eng., 123(2), 237-245.
    • (1997) J. Struct.Eng. , vol.123 , Issue.2 , pp. 237-245
    • Alampalli, S.1    Fu, G.2    Dillon, E.W.3
  • 5
    • 84944450708 scopus 로고    scopus 로고
    • Damage detection and localization by statistical comparison of response time histories
    • Proc., Int., Stanford Univ., Stanford, CA
    • Casciati, S., Colabrese, E., and Magonette, G. (2003b). "Damage detection and localization by statistical comparison of response time histories." Proc., Int. Workshop on Structural Health Monitoring (IWSHM)4, Stanford Univ., Stanford, CA.
    • (2003) Workshop on Structural Health Monitoring (IWSHM)4
    • Casciati, S.1    Colabrese, E.2    Magonette, G.3
  • 10
    • 0024631931 scopus 로고
    • Representation of nonlinear systems: the NARMAX model
    • Chen, S., and Billings, S. A. (1989). "Representation of nonlinear systems: the NARMAX model." Int. J. Control, 49(3), 1013-1032.
    • (1989) Int. J. Control , vol.49 , Issue.3 , pp. 1013-1032
    • Chen, S.1    Billings, S.A.2
  • 11
    • 0028430453 scopus 로고
    • Seismic response modeling of multi-story buildings using neural networks
    • Conte, J. P., Durrani, A. J., and Shelton, R. O. (1994). "Seismic response modeling of multi-story buildings using neural networks." J. Intell. Mater. Syst. Struct., 5(3), 392-402.
    • (1994) J. Intell. Mater. Syst. Struct. , vol.5 , Issue.3 , pp. 392-402
    • Conte, J.P.1    Durrani, A.J.2    Shelton, R.O.3
  • 13
    • 0032023438 scopus 로고    scopus 로고
    • A review of damage identification methods that examine changes in dynamic properties
    • Doebling, S. W., Farrar, C. R., Prime, M. B., and Shevitz, D. W. (1998). "A review of damage identification methods that examine changes in dynamic properties." Shock Vibr. Dig., 30(2), 91-105.
    • (1998) Shock Vibr. Dig. , vol.30 , Issue.2 , pp. 91-105
    • Doebling, S.W.1    Farrar, C.R.2    Prime, M.B.3    Shevitz, D.W.4
  • 14
    • 0002713847 scopus 로고    scopus 로고
    • Lessons learned from applications of vibration-based damage identification methods to a large bridge structure
    • Workshop on Structural Health Monitoring: Current Status and Perspectives, Stanford Univ., Stanford, CA
    • Farrar, C. R., and Doebling, S. W. (1997). "Lessons learned from applications of vibration-based damage identification methods to a large bridge structure." Proc., 1st Int. Workshop on Structural Health Monitoring: Current Status and Perspectives, Stanford Univ., Stanford, CA, 351-370.
    • (1997) Proc., 1st Int. , pp. 351-370
    • Farrar, C.R.1    Doebling, S.W.2
  • 24
    • 0012462298 scopus 로고    scopus 로고
    • Statistical damage detection using time series analysis on a structural health monitoring benchmark problem
    • Millpress, Rotterdam, Netherlands
    • Lei et al. (2003). "Statistical damage detection using time series analysis on a structural health monitoring benchmark problem." Proc., 9th Int. Conf. on Applications of Statistics and Probabilities in Civil Engineering, Millpress, Rotterdam, Netherlands
    • (2003) Proc., 9th Int. Conf. on Applications of Statistics and Probabilities in Civil Engineering
    • Lei1
  • 25
    • 0022011031 scopus 로고
    • Input-output parametric models for nonlinear system
    • Leontaritis, I. A., and Billings, S. A. (1985). "Input-output parametric models for nonlinear system." Int. J. Control, 41(2), 303-344
    • (1985) Int. J. Control , vol.41 , Issue.2 , pp. 303-344
    • Leontaritis, I.A.1    Billings, S.A.2
  • 26
    • 0242341955 scopus 로고
    • Collected works
    • USSR Academy of Sciences, Moscow,(in Russian)
    • Lyapunov, A. M. (1954). Collected works, Vol. 1, USSR Academy of Sciences, Moscow,157-176 (in Russian)
    • (1954) , vol.1 , pp. 157-176
    • Lyapunov, A.M.1
  • 27
    • 0001581108 scopus 로고    scopus 로고
    • Neural network approach to detection of changes in structural parameters
    • Masri, S. F., Nakamura, M., Chassiakos, A. G., and Caughey, T. K. (1996). "Neural network approach to detection of changes in structural parameters." J. Eng. Mech., 122(4), 350-360
    • (1996) J. Eng. Mech , vol.122 , Issue.4 , pp. 350-360
    • Masri, S.F.1    Nakamura, M.2    Chassiakos, A.G.3    Caughey, T.K.4
  • 28
    • 0003901677 scopus 로고    scopus 로고
    • Beyond ANOVA: Basics of applied statistics
    • Chapman&Hall, New York
    • Miller, R. G. (1997). Beyond ANOVA: Basics of applied statistics, Chapman&Hall, New York
    • (1997)
    • Miller, R.G.1
  • 30
    • 0032170954 scopus 로고    scopus 로고
    • A method for non-parametric damage detection through the use of neural networks
    • Nakamura, M., Masri, S. F., Chassiakos, A. G., and Caughey, T. K. (1998). "A method for non-parametric damage detection through the use of neural networks." Earthquake Eng. Struct. Dynam., 27(9), 997-1010
    • (1998) Earthquake Eng. Struct. Dynam , vol.27 , Issue.9 , pp. 997-1010
    • Nakamura, M.1    Masri, S.F.2    Chassiakos, A.G.3    Caughey, T.K.4
  • 31
    • 43249117215 scopus 로고    scopus 로고
    • A novel approach for the structural identification and monitoring of a fullscale 17-story building based on ambient vibration measurements
    • Nayeri, R. D., Masri, S. F., Ghanem, R. G., and Nigbor, R. L. (2008). "A novel approach for the structural identification and monitoring of a fullscale 17-story building based on ambient vibration measurements." Smart Mater. Struct., 17(2), 025006
    • (2008) Smart Mater. Struct , vol.17 , Issue.2 , pp. 025006
    • Nayeri, R.D.1    Masri, S.F.2    Ghanem, R.G.3    Nigbor, R.L.4
  • 32
    • 84881294307 scopus 로고    scopus 로고
    • Proc., 2nd Int. Conf. on Structural Health Monitoring of Intelligent Infrastructure (SHMII-2 2005)
    • eds, Taylor&Francis, London, U.K
    • Ou, J., Li, H., and Dua, Z., eds. (2005). Proc., 2nd Int. Conf. on Structural Health Monitoring of Intelligent Infrastructure (SHMII-2 2005), Taylor&Francis, London, U.K
    • (2005)
    • Ou, J.1    Li, H.2    Dua, Z.3
  • 33
    • 34249884207 scopus 로고    scopus 로고
    • Analysis of local state space models for feature extraction in structural health monitoring
    • Overbey, L. A., and Todd, M. D. (2007). "Analysis of local state space models for feature extraction in structural health monitoring." J. Struct. Health Monitoring, 6(2), 145-172
    • (2007) J. Struct. Health Monitoring , vol.6 , Issue.2 , pp. 145-172
    • Overbey, L.A.1    Todd, M.D.2
  • 34
    • 39749167025 scopus 로고    scopus 로고
    • A parametric investigation of state-space-based prediction error methods with stochastic excitation for structural health monitoring
    • Overbey, L. A., Olson, C. C., and Todd, M. D. (2007). "A parametric investigation of state-space-based prediction error methods with stochastic excitation for structural health monitoring." J. Smart Mater. Struct., 16(5), 1621-1638
    • (2007) J. Smart Mater. Struct , vol.16 , Issue.5 , pp. 1621-1638
    • Overbey, L.A.1    Olson, C.C.2    Todd, M.D.3
  • 35
    • 0035361499 scopus 로고    scopus 로고
    • Damage diagnosis using time series analysis of vibration signals
    • Sohn, H., and Farrar, C. R. (2001). "Damage diagnosis using time series analysis of vibration signals." Smart Mater. Struct., 10(3), 446-451
    • (2001) Smart Mater. Struct , vol.10 , Issue.3 , pp. 446-451
    • Sohn, H.1    Farrar, C.R.2
  • 36
    • 1542299855 scopus 로고    scopus 로고
    • A review of structural health monitoring literature from 1996-2001
    • Los Alamos National Laboratory, Los Alamos, NM
    • Sohn, H., et al. (2003a). "A review of structural health monitoring literaturefrom 1996-2001." Rep. No. LA-13976-MS, Los Alamos National Laboratory, Los Alamos, NM
    • (2003) Rep. No. LA-13976-MS
    • Sohn, H.1
  • 37
    • 1842528280 scopus 로고    scopus 로고
    • Statistical damage classification using sequential probability ratio tests
    • Sohn, H., Allen, D. W., Worden, K., and Farrar, C. R. (2003b). "Statistical damage classification using sequential probability ratio tests." Struct. Health Monit., 2(1), 57-74
    • (2003) Struct. Health Monit , vol.2 , Issue.1 , pp. 57-74
    • Sohn, H.1    Allen, D.W.2    Worden, K.3    Farrar, C.R.4
  • 38
    • 0001252638 scopus 로고    scopus 로고
    • Structuralhealth monitoring using statistical pattern recognition techniques
    • Sohn, H., Farrar, C. R., Hunter, N. F., and Worden, K. (2001). "Structural health monitoring using statistical pattern recognition techniques." J. Dyn. Syst. Meas. Control, 123(4), 706-711
    • (2001) J. Dyn. Syst. Meas. Control , vol.123 , Issue.4 , pp. 706-711
    • Sohn, H.1    Farrar, C.R.2    Hunter, N.F.3    Worden, K.4
  • 39
    • 0003924622 scopus 로고
    • Theory and problems of probability and statistics
    • McGraw Hill, New York
    • Spiegel, M. R. (1992). Theory and problems of probability and statistics, McGraw Hill, New York, 112-113
    • (1992) , pp. 112-113
    • Spiegel, M.R.1
  • 40
    • 3042523105 scopus 로고    scopus 로고
    • An assessment of modal property effectiveness in detecting bolted joint degradation: Theory and experiment
    • Todd, M. D., Nichols, J. M., Nichols, C. J., and Virgin, L. N. (2004). "An assessment of modal property effectiveness in detecting bolted joint degradation: Theory and experiment." J. Sound Vibr., 275(3-5), 1113-1126
    • (2004) J. Sound Vibr , vol.275 , Issue.3-5 , pp. 1113-1126
    • Todd, M.D.1    Nichols, J.M.2    Nichols, C.J.3    Virgin, L.N.4
  • 41
    • 0010489148 scopus 로고    scopus 로고
    • Extreme value statistics for damage detection in mechanical structures
    • Los Alamos National Laboratory, Los Alamos, NM
    • Worden, K., Allen, D. W., Sohn, H., Stinematers, D., and Farrar, C. R. (2002). "Extreme value statistics for damage detection in mechanical structures." Rep. No. LA-13903-MS, Los Alamos National Laboratory, Los Alamos, NM
    • (2002) Rep. No. LA-13903-MS
    • Worden, K.1    Allen, D.W.2    Sohn, H.3    Stinematers, D.4    Farrar, C.R.5
  • 42
    • 0036569746 scopus 로고    scopus 로고
    • Decentralized parametric damage detection based on neural networks
    • Wu, Z. S., Xu, B., and Yokoyama, K. (2002). "Decentralized parametric damage detection based on neural networks." Comput. Aided Civ. Infrastruct. Eng., 17(3), 175-184
    • (2002) Comput. Aided Civ. Infrastruct. Eng , vol.17 , Issue.3 , pp. 175-184
    • Wu, Z.S.1    Xu, B.2    Yokoyama, K.3
  • 44
    • 36549075997 scopus 로고    scopus 로고
    • Analysis ofchange in dynamic properties of a frame-resistant test building
    • Zonta, D., Elgamal, A., Fraser, M., and Priestley, M. J. (2008). "Analysis ofchange in dynamic properties of a frame-resistant test building." Eng. Struct., 30(1), 183-196
    • (2008) Eng. Struct , vol.30 , Issue.1 , pp. 183-196
    • Zonta, D.1    Elgamal, A.2    Fraser, M.3    Priestley, M.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.