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2019 | OriginalPaper | Buchkapitel

36. Reduced-Order Modelling for Investigating Nonlinear FEM Systems

verfasst von : I. Tartaruga, S. A. Neild, T. L. Hill, A. Cammarano

Erschienen in: Nonlinear Dynamics, Volume 1

Verlag: Springer International Publishing

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Abstract

Modern finite element (FE) packages are capable of capturing nonlinear behaviour in extremely complex structures. However, due to the scale of these models, full dynamic analysis is often prohibitively expensive. An alternative approach is to use the FE models to derive reduced-order models (ROMs) which capture the dynamic behaviour of interest at a significantly lower computational cost. An automatic identification of the stated ROMs is powerful and desirable when parametric, sensitivity and uncertainty analysis is of interest. The authors implemented in Matlab a strategy to automatically compute the reduced order model and investigate the effects of parametric variation exchanging information with FEM software. In the strategy it is adopted the Applied Modal Force (AMF) approach, where a force is applied to the FE model and the resulting displacements are used to identify coefficients of the ROM, as is done in the ICE method. The developed techniques are presented in the paper and validated considering a crossed beam structure modelled in Abaqus.

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Fußnoten
Literatur
1.
Zurück zum Zitat McEwan, M.I., Wright, J.R., Cooper, J.E., Leung, A.Y.T.: A combined modal/finite element analysis technique for the dynamic response of a non-linear beam to harmonic excitation. J. Sound Vib. 243(4), 601–624 (2001)CrossRef McEwan, M.I., Wright, J.R., Cooper, J.E., Leung, A.Y.T.: A combined modal/finite element analysis technique for the dynamic response of a non-linear beam to harmonic excitation. J. Sound Vib. 243(4), 601–624 (2001)CrossRef
2.
Zurück zum Zitat Detroux, T., Renson, L., Masset, L., Kerschen, G.: The harmonic balance method for bifurcation analysis of large-scale nonlinear mechanical systems. Comput. Methods Appl. Mech. Eng. 296, 18–38 (2015)MathSciNetCrossRef Detroux, T., Renson, L., Masset, L., Kerschen, G.: The harmonic balance method for bifurcation analysis of large-scale nonlinear mechanical systems. Comput. Methods Appl. Mech. Eng. 296, 18–38 (2015)MathSciNetCrossRef
3.
Zurück zum Zitat Przekop, A., Guo, X., Rizzi, S.A.: Alternative modal basis selection procedures for reduced-order nonlinear random response simulation. J. Sound Vib. 313, 4005–4024 (2012)CrossRef Przekop, A., Guo, X., Rizzi, S.A.: Alternative modal basis selection procedures for reduced-order nonlinear random response simulation. J. Sound Vib. 313, 4005–4024 (2012)CrossRef
4.
Zurück zum Zitat Kuether, R.J., Allen, M.S.: Validation of nonlinear reduced order models with time integration targeted at nonlinear normal modes. Nonlinear Dyn. 1, 363–375 (2016) Kuether, R.J., Allen, M.S.: Validation of nonlinear reduced order models with time integration targeted at nonlinear normal modes. Nonlinear Dyn. 1, 363–375 (2016)
5.
Zurück zum Zitat Kuether, R.J., Allen, M.S., Hollkhamp, J.J.: Modal substructuring of geometrically nonlinear finite-element models. AIAA J. 54(2), 691–702 (2016)CrossRef Kuether, R.J., Allen, M.S., Hollkhamp, J.J.: Modal substructuring of geometrically nonlinear finite-element models. AIAA J. 54(2), 691–702 (2016)CrossRef
6.
Zurück zum Zitat Kuether, R.J., Allen, M.S., Hollkhamp, J.J.: Modal substructuring of geometrically nonlinear finite element models with interface reduction. AIAA J. 55(5), 1695–1706 (2017)CrossRef Kuether, R.J., Allen, M.S., Hollkhamp, J.J.: Modal substructuring of geometrically nonlinear finite element models with interface reduction. AIAA J. 55(5), 1695–1706 (2017)CrossRef
7.
Zurück zum Zitat VanDamme, C.I., Allen, M.S.: Using NNMs to evaluate reduced order models of curved beam. In: De Clerck, J., Epp, D.S. (eds.) Rotating Machinery, Hybrid Test Methods, Vibro-Acoustics & Laser Vibrometry, vol. 8, pp. 457–469. Springer International Publishing, Cham (2016)CrossRef VanDamme, C.I., Allen, M.S.: Using NNMs to evaluate reduced order models of curved beam. In: De Clerck, J., Epp, D.S. (eds.) Rotating Machinery, Hybrid Test Methods, Vibro-Acoustics & Laser Vibrometry, vol. 8, pp. 457–469. Springer International Publishing, Cham (2016)CrossRef
8.
Zurück zum Zitat Spottswood, S.M., Allemang, R.J.: Identifying nonlinear parameters for reduced order models. Part I: an analytical comparison. In: IMAC-XXIV: Conference & Exposition on Structural Dynamics (2006) Spottswood, S.M., Allemang, R.J.: Identifying nonlinear parameters for reduced order models. Part I: an analytical comparison. In: IMAC-XXIV: Conference & Exposition on Structural Dynamics (2006)
9.
Zurück zum Zitat Fujimoto, K., Scherpen, J.M.A.: Balanced realization and model order reduction for nonlinear systems based on singular value analysis, SIAM J. Control Optim. 48(7), 4591–4623 (2010)MathSciNetCrossRef Fujimoto, K., Scherpen, J.M.A.: Balanced realization and model order reduction for nonlinear systems based on singular value analysis, SIAM J. Control Optim. 48(7), 4591–4623 (2010)MathSciNetCrossRef
10.
Zurück zum Zitat Rizzi, S.A., Przekop, A.: The effect of basis selection on static and random acoustic response prediction using a nonlinear modal simulation. J. Sound Vib. 313, 4005–4024 (2012) Rizzi, S.A., Przekop, A.: The effect of basis selection on static and random acoustic response prediction using a nonlinear modal simulation. J. Sound Vib. 313, 4005–4024 (2012)
11.
Zurück zum Zitat Rizzi, S.A., Przekop, A.: System identification-guided basis selection for reduced-order nonlinear response analysis. J. Sound Vib. 315, 467–485 (2008)CrossRef Rizzi, S.A., Przekop, A.: System identification-guided basis selection for reduced-order nonlinear response analysis. J. Sound Vib. 315, 467–485 (2008)CrossRef
12.
Zurück zum Zitat VanDamme, C.I., Allen, M.S.: Evaluating NLROMs’ ability to predict dynamic snap through of a curved beam in a random loading environment. In: 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Grapevine, 9–13 Jan 2017 VanDamme, C.I., Allen, M.S.: Evaluating NLROMs’ ability to predict dynamic snap through of a curved beam in a random loading environment. In: 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Grapevine, 9–13 Jan 2017
13.
Zurück zum Zitat Guerin, L.C.M., Kuether, R.J., Allen, M.S.: Considerations for indirect parameter estimation in nonlinear reduced order models. Nonlinear Dyn. 1, 327–342 (2016) Guerin, L.C.M., Kuether, R.J., Allen, M.S.: Considerations for indirect parameter estimation in nonlinear reduced order models. Nonlinear Dyn. 1, 327–342 (2016)
14.
Zurück zum Zitat Kuether, R.J., Deaner, B.J., Hollkhamp, J.J., Allen, M.S.: Evaluation of geometrically nonlinear reduced-order models with nonlinear normal modes. AIAA J. 53(11), 3273–3285 (2015)CrossRef Kuether, R.J., Deaner, B.J., Hollkhamp, J.J., Allen, M.S.: Evaluation of geometrically nonlinear reduced-order models with nonlinear normal modes. AIAA J. 53(11), 3273–3285 (2015)CrossRef
15.
Zurück zum Zitat Kuether, R.J., Brake, M.R., Allen, M.S.: Evaluating convergence of reduced order models using nonlinear normal modes. Model Valid. Uncertain. Quantif. 3, 287–300 (2014) Kuether, R.J., Brake, M.R., Allen, M.S.: Evaluating convergence of reduced order models using nonlinear normal modes. Model Valid. Uncertain. Quantif. 3, 287–300 (2014)
16.
Zurück zum Zitat Allen, M.S., Kuether, R.J., Deaner, B.J., Sracic, M.W.: A numerical continuation method to compute nonlinear normal modes using modal reduction. In: 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Honolulu (2012) Allen, M.S., Kuether, R.J., Deaner, B.J., Sracic, M.W.: A numerical continuation method to compute nonlinear normal modes using modal reduction. In: 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Honolulu (2012)
17.
Zurück zum Zitat Chang, Y.-W., Wang, X., Capiez-Lernout, E., Mignolet, M.P., Soize, C.: Reduced order modelling for the nonlinear geometric response of some curved structures. In: AAAF-AIAA. International Forum on Aeroelasticity and Structural Dynamics, Paper IFASD-2011-185, Paris, pp. 1–19, June 2011 Chang, Y.-W., Wang, X., Capiez-Lernout, E., Mignolet, M.P., Soize, C.: Reduced order modelling for the nonlinear geometric response of some curved structures. In: AAAF-AIAA. International Forum on Aeroelasticity and Structural Dynamics, Paper IFASD-2011-185, Paris, pp. 1–19, June 2011
18.
Zurück zum Zitat Gordon, R.W., Hollkamp, J.J.: Reduced-order models for acoustic response prediction, Final report (2011) Gordon, R.W., Hollkamp, J.J.: Reduced-order models for acoustic response prediction, Final report (2011)
19.
Zurück zum Zitat Serandour, G., Peeters, M., Kerschen, G., Golinval, J.C.: Computation of nonlinear normal modes, part II: numerical continuation in AUTO. In: ENOC-2008, Saint Petersburg (2008) Serandour, G., Peeters, M., Kerschen, G., Golinval, J.C.: Computation of nonlinear normal modes, part II: numerical continuation in AUTO. In: ENOC-2008, Saint Petersburg (2008)
20.
Zurück zum Zitat Hill, T.L., Neild, S.A., Cammarano, A.: An analytical approach for detecting isolated periodic solution branches in weakly nonlinear structures. J. Sound Vib. 379, 150–165 (2016)CrossRef Hill, T.L., Neild, S.A., Cammarano, A.: An analytical approach for detecting isolated periodic solution branches in weakly nonlinear structures. J. Sound Vib. 379, 150–165 (2016)CrossRef
21.
Zurück zum Zitat Hill, T.L., Neild, S.A., Cammarano, A., Wagg, D.J.: An analytical approach for detecting isolated periodic solution branches in weakly nonlinear structures. J. Sound Vib. 379, 135–149 (2016)CrossRef Hill, T.L., Neild, S.A., Cammarano, A., Wagg, D.J.: An analytical approach for detecting isolated periodic solution branches in weakly nonlinear structures. J. Sound Vib. 379, 135–149 (2016)CrossRef
22.
Zurück zum Zitat Noël, J., Detroux, T., Masset, L., Kerschen, G., Virgin, L.: Isolated response curves in a base-excited, two-degree-of-freedom, nonlinear system. In: Proceedings of the ASME 2015 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Boston (2015) Noël, J., Detroux, T., Masset, L., Kerschen, G., Virgin, L.: Isolated response curves in a base-excited, two-degree-of-freedom, nonlinear system. In: Proceedings of the ASME 2015 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Boston (2015)
23.
Zurück zum Zitat Kuether, R., Renson, L., Detroux, T., Grappasonni, C., Kerschen, G., Allen, M.: Nonlinear normal modes, modal interactions and isolated resonance curves. J. Sound Vib. 351, 299–310 (2015)CrossRef Kuether, R., Renson, L., Detroux, T., Grappasonni, C., Kerschen, G., Allen, M.: Nonlinear normal modes, modal interactions and isolated resonance curves. J. Sound Vib. 351, 299–310 (2015)CrossRef
24.
Zurück zum Zitat Detroux, T., Habib, G., Masset, L., Kerschen, G.: Performance, robustness and sensitivity analysis of the nonlinear tuned vibration absorber. Mech. Syst. Signal Process. 60–61, 799–809 (2015)CrossRef Detroux, T., Habib, G., Masset, L., Kerschen, G.: Performance, robustness and sensitivity analysis of the nonlinear tuned vibration absorber. Mech. Syst. Signal Process. 60–61, 799–809 (2015)CrossRef
25.
Zurück zum Zitat Hollkamp, J.J., Gordon, R.W., Spottswood, S.M.: Nonlinear modal models for sonic fatigue response prediction: a comparison of methods. J. Sound Vib. 284, 1145–1163 (2005)CrossRef Hollkamp, J.J., Gordon, R.W., Spottswood, S.M.: Nonlinear modal models for sonic fatigue response prediction: a comparison of methods. J. Sound Vib. 284, 1145–1163 (2005)CrossRef
26.
Zurück zum Zitat Forrester, A., Sbester, A., Keane, A.: Engineering Design via Surrogate Modelling: A Practical Guide. Wiley, Chichester (2008)CrossRef Forrester, A., Sbester, A., Keane, A.: Engineering Design via Surrogate Modelling: A Practical Guide. Wiley, Chichester (2008)CrossRef
27.
Zurück zum Zitat Hollkamp, J.J., Gordon, R.W.: Reduced-order models for nonlinear response prediction: implicit condensation and expansion. J. Sound Vib. 318, 1139–1153 (2008)CrossRef Hollkamp, J.J., Gordon, R.W.: Reduced-order models for nonlinear response prediction: implicit condensation and expansion. J. Sound Vib. 318, 1139–1153 (2008)CrossRef
Metadaten
Titel
Reduced-Order Modelling for Investigating Nonlinear FEM Systems
verfasst von
I. Tartaruga
S. A. Neild
T. L. Hill
A. Cammarano
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-74280-9_36

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