메뉴 건너뛰기




Volumn 23, Issue 4, 2009, Pages 1145-1159

Neural model of the dynamic behaviour of a non-linear mechanical system

Author keywords

Dynamics; Modelling; Neural network; Non linear mechanical system; Vibration

Indexed keywords

DYNAMICS; ELECTRIC DRIVES; MECHANICAL ENGINEERING; MECHANICS; MECHATRONICS; MODELS; NEURAL NETWORKS;

EID: 59249086607     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2008.09.004     Document Type: Article
Times cited : (27)

References (44)
  • 1
    • 28844494949 scopus 로고    scopus 로고
    • Past, present and future of non-linear system identification in structural dynamics
    • Kerschen G., Worden K., Valakis A.F., and Golinval J.C. Past, present and future of non-linear system identification in structural dynamics. Mech. Syst. Signal Process. 20 (2006) 505-592
    • (2006) Mech. Syst. Signal Process. , vol.20 , pp. 505-592
    • Kerschen, G.1    Worden, K.2    Valakis, A.F.3    Golinval, J.C.4
  • 3
    • 0037269607 scopus 로고    scopus 로고
    • Non-linear mechanical systems identification using linear systems with random parameters
    • Bellizzi S., and Defilippi M. Non-linear mechanical systems identification using linear systems with random parameters. Mech. Syst. Signal Process. 17 (2003) 203-210
    • (2003) Mech. Syst. Signal Process. , vol.17 , pp. 203-210
    • Bellizzi, S.1    Defilippi, M.2
  • 4
    • 85004210148 scopus 로고
    • A nonparametric identification technique for non-linear dynamic problems
    • Masri S.F., and Caughey T.K. A nonparametric identification technique for non-linear dynamic problems. J. Appl. Mech. 46 (1979) 433-447
    • (1979) J. Appl. Mech. , vol.46 , pp. 433-447
    • Masri, S.F.1    Caughey, T.K.2
  • 5
    • 0022593683 scopus 로고
    • Identification of non-linear system parameters in joints using the force-state mapping technique
    • Crawley E.F., and O'Donnell K.J. Identification of non-linear system parameters in joints using the force-state mapping technique. AIAA Paper 86-1013 (1986) 659-667
    • (1986) AIAA Paper 86-1013 , pp. 659-667
    • Crawley, E.F.1    O'Donnell, K.J.2
  • 6
    • 0000753008 scopus 로고
    • Non-linear system vibration analysis using the Hilbert transform-I. Free vibration analysis method 'FREEVIB'
    • Feldman M. Non-linear system vibration analysis using the Hilbert transform-I. Free vibration analysis method 'FREEVIB'. Mech. Syst. Signal Process. 8 (1994) 119-127
    • (1994) Mech. Syst. Signal Process. , vol.8 , pp. 119-127
    • Feldman, M.1
  • 7
    • 19944416567 scopus 로고    scopus 로고
    • Dynamic response of the Trinity River Relief Bridge to controlled pile damage: modeling and experimental data analysis comparing Fourier and Hilbert-Huang techniques
    • Ray R.Z., Robert K., Larry O., and You-Lin X. Dynamic response of the Trinity River Relief Bridge to controlled pile damage: modeling and experimental data analysis comparing Fourier and Hilbert-Huang techniques. J. Sound Vib. 285 (2005) 1049-1070
    • (2005) J. Sound Vib. , vol.285 , pp. 1049-1070
    • Ray, R.Z.1    Robert, K.2    Larry, O.3    You-Lin, X.4
  • 8
    • 0022011031 scopus 로고
    • Input-output parametric models for non-linear systems, part I: deterministic non-linear systems
    • Leontaritis I.J., and Billings S.A. Input-output parametric models for non-linear systems, part I: deterministic non-linear systems. Int. J. Control 41 (1985) 303-328
    • (1985) Int. J. Control , vol.41 , pp. 303-328
    • Leontaritis, I.J.1    Billings, S.A.2
  • 9
    • 0038018666 scopus 로고    scopus 로고
    • Damage identification based on ridges and maxima lines of the wavelet transform
    • Haase M., and Widjajakusuma J. Damage identification based on ridges and maxima lines of the wavelet transform. Int. J. Eng. Sci. 41 (2003) 1423-1443
    • (2003) Int. J. Eng. Sci. , vol.41 , pp. 1423-1443
    • Haase, M.1    Widjajakusuma, J.2
  • 11
    • 0034299572 scopus 로고    scopus 로고
    • Damping identification using perturbation techniques and higher-order spectra
    • Hajj M.R., Fung J., Nayfeh A.H., and Fahey S. Damping identification using perturbation techniques and higher-order spectra. Non-Linear Dyn. 23 (2000) 189-203
    • (2000) Non-Linear Dyn. , vol.23 , pp. 189-203
    • Hajj, M.R.1    Fung, J.2    Nayfeh, A.H.3    Fahey, S.4
  • 12
    • 17444410363 scopus 로고    scopus 로고
    • Non-linear system identification of systems with periodic limit-cycle response
    • (Section 3.3)
    • Thothadrai M., and Moon F.C. Non-linear system identification of systems with periodic limit-cycle response. Non-Linear Dyn. 39 (2005) (Section 3.3)
    • (2005) Non-Linear Dyn. , vol.39
    • Thothadrai, M.1    Moon, F.C.2
  • 13
    • 38249032120 scopus 로고
    • A generalised technique for spectral analysis of non-linear systems
    • Rice H.J., and Fitzpatrick J.A. A generalised technique for spectral analysis of non-linear systems. Mech. Syst. Signal Process. 2 (1988) 195-207
    • (1988) Mech. Syst. Signal Process. , vol.2 , pp. 195-207
    • Rice, H.J.1    Fitzpatrick, J.A.2
  • 14
    • 0000446139 scopus 로고    scopus 로고
    • Identification of multi-degree-of-freedom non-linear systems under random excitations by the reverse-path spectral method
    • Richards C.M., and Singh R. Identification of multi-degree-of-freedom non-linear systems under random excitations by the reverse-path spectral method. J. Sound Vib. 213 (1998) 673-708
    • (1998) J. Sound Vib. , vol.213 , pp. 673-708
    • Richards, C.M.1    Singh, R.2
  • 15
    • 0034215888 scopus 로고    scopus 로고
    • A frequency domain method for estimating the parameters of a non-linear structural dynamic model through feedback
    • Adams D.E., and Allemang R.J. A frequency domain method for estimating the parameters of a non-linear structural dynamic model through feedback. Mech. Syst. Signal Process. 14 (2000) 637-656
    • (2000) Mech. Syst. Signal Process. , vol.14 , pp. 637-656
    • Adams, D.E.1    Allemang, R.J.2
  • 18
    • 0035410005 scopus 로고    scopus 로고
    • Non-linear modal analysis of structural systems using multi-mode invariant manifolds
    • Pesheck E., Boivin N., Pierre C., and Shaw S.W. Non-linear modal analysis of structural systems using multi-mode invariant manifolds. Non-Linear Dyn. 25 (2001) 183-205
    • (2001) Non-Linear Dyn. , vol.25 , pp. 183-205
    • Pesheck, E.1    Boivin, N.2    Pierre, C.3    Shaw, S.W.4
  • 19
    • 0034298305 scopus 로고    scopus 로고
    • An extension of force appropriation to the identification of non-linear multi-degree-of-freedom systems
    • Atkins P., Wright J.R., and Worden K. An extension of force appropriation to the identification of non-linear multi-degree-of-freedom systems. J. Sound Vib. 237 (2000) 23-43
    • (2000) J. Sound Vib. , vol.237 , pp. 23-43
    • Atkins, P.1    Wright, J.R.2    Worden, K.3
  • 20
    • 0034825481 scopus 로고    scopus 로고
    • Proper orthogonal decomposition for model updating of non-linear mechanical systems
    • Lenaerts V., Kerschen G., and Golinval J.C. Proper orthogonal decomposition for model updating of non-linear mechanical systems. Mech. Syst. Signal Process. 15 (2001) 31-43
    • (2001) Mech. Syst. Signal Process. , vol.15 , pp. 31-43
    • Lenaerts, V.1    Kerschen, G.2    Golinval, J.C.3
  • 21
    • 59249090019 scopus 로고    scopus 로고
    • J.R. Wright, M.F. Platten, J.E. Cooper, M. Sarmast, Identification of multi-degree-of-freedom weakly non-linear systems using a model based in modal space, in: Proceedings of the International Conference on Structural System Identification, Kassel, 2001, pp. 49-68.
    • J.R. Wright, M.F. Platten, J.E. Cooper, M. Sarmast, Identification of multi-degree-of-freedom weakly non-linear systems using a model based in modal space, in: Proceedings of the International Conference on Structural System Identification, Kassel, 2001, pp. 49-68.
  • 22
    • 0030289284 scopus 로고    scopus 로고
    • A new procedure for detecting non-linearity from transient data using Gabor transform
    • Spina D., Valente C., and Tomlinson G.R. A new procedure for detecting non-linearity from transient data using Gabor transform. Non-Linear Dyn. 11 (1996) 235-254
    • (1996) Non-Linear Dyn. , vol.11 , pp. 235-254
    • Spina, D.1    Valente, C.2    Tomlinson, G.R.3
  • 23
    • 0035401377 scopus 로고    scopus 로고
    • A wavelet-based approach for model and parameter identification of non-linear systems
    • Ghanem R., and Romeo F. A wavelet-based approach for model and parameter identification of non-linear systems. Int. J. Non-Linear Mech. 36 (2001) 835-859
    • (2001) Int. J. Non-Linear Mech. , vol.36 , pp. 835-859
    • Ghanem, R.1    Romeo, F.2
  • 24
    • 59249087067 scopus 로고    scopus 로고
    • M. Feldman, S. Braun, Identification of non-linear system parameters via the instantaneous frequency: application of the Hilbert transform and Wigner-Ville technique, in: Proceedings of the 13th International Modal Analysis Conference, Nashville, 1995, pp. 637-642.
    • M. Feldman, S. Braun, Identification of non-linear system parameters via the instantaneous frequency: application of the Hilbert transform and Wigner-Ville technique, in: Proceedings of the 13th International Modal Analysis Conference, Nashville, 1995, pp. 637-642.
  • 25
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Narendra K.S., and Parthasarathy K. Identification and control of dynamical systems using neural networks. IEEE Trans. Neural Networks 1 (1990) 4-27
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 26
    • 0041315040 scopus 로고    scopus 로고
    • Nonparametric identification of non-linear oscillating systems
    • Peifer M., Timmer J., and Voss H.U. Nonparametric identification of non-linear oscillating systems. J. Sound Vib. 267 (2003) 1157-1167
    • (2003) J. Sound Vib. , vol.267 , pp. 1157-1167
    • Peifer, M.1    Timmer, J.2    Voss, H.U.3
  • 27
    • 0034588646 scopus 로고    scopus 로고
    • Non-linear system identification using wavelet networks
    • Liu G.P., Billings S.A., and Kadirkamanathan V. Non-linear system identification using wavelet networks. Int. J. Syst. Sci. 31 (2000) 1531-1541
    • (2000) Int. J. Syst. Sci. , vol.31 , pp. 1531-1541
    • Liu, G.P.1    Billings, S.A.2    Kadirkamanathan, V.3
  • 29
    • 0000113069 scopus 로고    scopus 로고
    • Parametric identification of non-linear structural dynamic systems using time finite element method
    • Kapania R.K., and Park S. Parametric identification of non-linear structural dynamic systems using time finite element method. AIAA J. 35 (1997) 719-726
    • (1997) AIAA J. , vol.35 , pp. 719-726
    • Kapania, R.K.1    Park, S.2
  • 30
    • 0034832374 scopus 로고    scopus 로고
    • Review and assessment of model updating for non-linear, transient dynamics
    • Hemez F.M., and Doebling S.W. Review and assessment of model updating for non-linear, transient dynamics. Mech. Syst. Signal Process. 15 (2001) 45-74
    • (2001) Mech. Syst. Signal Process. , vol.15 , pp. 45-74
    • Hemez, F.M.1    Doebling, S.W.2
  • 31
    • 13444259473 scopus 로고    scopus 로고
    • D.E. Adams, R.J. Randall, Survey of non-linear detection and identification techniques for experimental vibrations, in: Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA, Leuven, Belgium, 1998, pp. 517-529.
    • D.E. Adams, R.J. Randall, Survey of non-linear detection and identification techniques for experimental vibrations, in: Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA, Leuven, Belgium, 1998, pp. 517-529.
  • 32
    • 33749568563 scopus 로고    scopus 로고
    • G. Dimitriadis, A.V. Gareth, S. Dongfeng, An expert system for the identification of non-linear dynamical systems, in: Proceedings of the ICIC International Conference on Intelligent Computing, Kunming, China, 2006, pp. 1263-1268.
    • G. Dimitriadis, A.V. Gareth, S. Dongfeng, An expert system for the identification of non-linear dynamical systems, in: Proceedings of the ICIC International Conference on Intelligent Computing, Kunming, China, 2006, pp. 1263-1268.
  • 34
    • 0029512857 scopus 로고    scopus 로고
    • S. Martin, I. Kamwa, R.J. Marceau, Applications of artificial neural networks to the identification of dynamical systems, in: Canadian Conference on Electrical and Computer Engineering, vol. 2, Montreal, Canada, 1995, pp. 606-612.
    • S. Martin, I. Kamwa, R.J. Marceau, Applications of artificial neural networks to the identification of dynamical systems, in: Canadian Conference on Electrical and Computer Engineering, vol. 2, Montreal, Canada, 1995, pp. 606-612.
  • 36
    • 0022281901 scopus 로고    scopus 로고
    • R. Haber, Non-linearity tests for dynamic process, in: H.A. Barker, P.C. Young (Eds)., Proceedings of the IFAC Symposium on Identification and System Parameter Estimation, York, UK, 1985, pp. 409-414.
    • R. Haber, Non-linearity tests for dynamic process, in: H.A. Barker, P.C. Young (Eds)., Proceedings of the IFAC Symposium on Identification and System Parameter Estimation, York, UK, 1985, pp. 409-414.
  • 37
    • 0027335201 scopus 로고    scopus 로고
    • X. He, H. Asada, A new method for identifying orders of input-output models for non-linear dynamic systems, in: Proceedings of the American Control Conference, San Francisco, CA, 1993, pp. 2520-2523.
    • X. He, H. Asada, A new method for identifying orders of input-output models for non-linear dynamic systems, in: Proceedings of the American Control Conference, San Francisco, CA, 1993, pp. 2520-2523.
  • 40
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of non-linear parameters
    • Marquardt D. An algorithm for least-squares estimation of non-linear parameters. SIAM J. Appl. Math. 11 (1963) 164-168
    • (1963) SIAM J. Appl. Math. , vol.11 , pp. 164-168
    • Marquardt, D.1
  • 42
    • 0028727934 scopus 로고    scopus 로고
    • J. Larsen, L. Hansen, Generalization performance of regularized neural network models, in: Proceeding of the IEEE Workshop on Neural Networks for Signal Processing, vol. IV, Piscataway, NJ, 1994.
    • J. Larsen, L. Hansen, Generalization performance of regularized neural network models, in: Proceeding of the IEEE Workshop on Neural Networks for Signal Processing, vol. IV, Piscataway, NJ, 1994.
  • 43
    • 21344466221 scopus 로고    scopus 로고
    • Linear unlearning for cross-validation
    • Hansen L.K., and Larsen J. Linear unlearning for cross-validation. Adv. Comput. Math. 5 (1996) 269-280
    • (1996) Adv. Comput. Math. , vol.5 , pp. 269-280
    • Hansen, L.K.1    Larsen, J.2
  • 44
    • 0011715014 scopus 로고    scopus 로고
    • Non-linear pole-placement control with a neural network
    • Sørensen O. Non-linear pole-placement control with a neural network. Eur. J. Control 2 (1996) 36-43
    • (1996) Eur. J. Control , vol.2 , pp. 36-43
    • Sørensen, O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.