Parameter identification of two-time-scale nonlinear transient models

The aim of this paper is to study two-time-scale nonlinear transient models and their associated parameter identification. When it is possible to consider two well-separated time scales, and when the fast component of the applied loading is periodic, a periodic time homogenization scheme, similar to what exists in space homogenization, can be used to derive a homogenized model. A parameter identification process for this latter is then proposed, and applied to an academic example, which allows to show the benefits of such a strategy.

[1]  Steven Le Corre,et al.  Ultrasonic Welding of Thermoplastic Composites, Modeling of the Process. , 2008 .

[2]  Q. Yu Temporal homogenization of viscoelastic and viscoplastic solids subjected to locally periodic loading , .

[3]  B. Guzina,et al.  Acoustic radiation force in tissue-like solids due to modulated sound field , 2012 .

[4]  Pierre-Yves Hicher,et al.  Time homogenization for clays subjected to large numbers of cycles , 2013 .

[5]  Denis Aubry,et al.  Parameter identification of nonlinear time-dependent rubber bushings models towards their integration in multibody simulations of a vehicle chassis , 2013 .

[6]  Denis Aubry,et al.  CCF modelling with use of a two-timescale homogenization model , 2010 .

[7]  M. Cartmell,et al.  Application of the method of direct separation of motions to the parametric stabilization of an elastic wire , 2008 .

[8]  E. Sanchez-Palencia Non-Homogeneous Media and Vibration Theory , 1980 .

[9]  Ali Fatemi,et al.  Cumulative fatigue damage and life prediction theories: a survey of the state of the art for homogeneous materials , 1998 .

[10]  Thomas F. Coleman,et al.  On the convergence of interior-reflective Newton methods for nonlinear minimization subject to bounds , 1994, Math. Program..

[11]  Issam Doghri,et al.  Modeling and algorithms for two-scale time homogenization of viscoelastic-viscoplastic solids under large numbers of cycles , 2015 .

[12]  Costas Kravaris,et al.  Identification of spatially discontinuous parameters in second-order parabolic systems by piecewise regularization , 1987, 26th IEEE Conference on Decision and Control.

[13]  D. Aubry,et al.  Material fatigue simulation using a periodic time-homogenisation method , 2012 .

[14]  Denis Aubry,et al.  Two-time scale fatigue modelling: application to damage , 2010 .

[15]  S. Kesavan,et al.  Homogenization of an Optimal Control Problem , 1997 .

[16]  J. A. C. Weideman,et al.  Numerical Integration of Periodic Functions: A Few Examples , 2002, Am. Math. Mon..

[17]  R. Plessix A review of the adjoint-state method for computing the gradient of a functional with geophysical applications , 2006 .

[18]  J. Dormand,et al.  A family of embedded Runge-Kutta formulae , 1980 .

[19]  A. Bensoussan,et al.  Asymptotic analysis for periodic structures , 1979 .

[20]  Andrei Constantinescu,et al.  On the identification of elastoviscoplastic constitutive laws from indentation tests , 2001 .