Exact model reduction by a slow–fast decomposition of nonlinear mechanical systems

We derive conditions under which a general nonlinear mechanical system can be exactly reduced to a lower-dimensional model that involves only the softer degrees of freedom. This slow–fast decomposition (SFD) enslaves exponentially fast the stiffer degrees of freedom to the softer ones as all oscillations converge to the reduced model defined on a slow manifold. We obtain an expression for the domain boundary beyond which the reduced model ceases to be relevant due to a generic loss of stability of the slow manifold. We also find that near equilibria, the SFD gives a mathematical justification for two modal reduction methods used in structural dynamics: static condensation and modal derivatives. These formal reduction procedures, however, are also found to return incorrect results when the SFD conditions do not hold. We illustrate all these results on mechanical examples.

[1]  Marina Bosch,et al.  Applications Of Centre Manifold Theory , 2016 .

[2]  A. Vakakis,et al.  An invariant manifold approach for studying waves in a one-dimensional array of non-linear oscillators , 1996 .

[3]  A. Vakakis,et al.  Strongly nonlinear beats in the dynamics of an elastic system with a strong local stiffness nonlinearity: Analysis and identification , 2014 .

[4]  R. Guyan Reduction of stiffness and mass matrices , 1965 .

[5]  George Haller,et al.  Nonlinear normal modes and spectral submanifolds: existence, uniqueness and use in model reduction , 2016, 1602.00560.

[6]  Alberto Cardona,et al.  A reduction method for nonlinear structural dynamic analysis , 1985 .

[7]  G. Kerschen,et al.  Nonlinear Targeted Energy Transfer in Mechanical and Structural Systems , 2008 .

[8]  T. Stumpp Asymptotic expansions and attractive invariant manifolds of strongly damped mechanical systems , 2008 .

[9]  M. Géradin,et al.  Mechanical Vibrations: Theory and Application to Structural Dynamics , 1994 .

[10]  Neil Fenichel Geometric singular perturbation theory for ordinary differential equations , 1979 .

[11]  Christopher Jones,et al.  Geometric singular perturbation theory , 1995 .

[12]  Govind Menon,et al.  Infinite Dimensional Geometric Singular Perturbation Theory for the Maxwell-Bloch Equations , 2001, SIAM J. Math. Anal..

[13]  K. U. Kristiansen,et al.  Exponential estimates of symplectic slow manifolds , 2012, 1208.4219.

[14]  C. Lubich Integration of stiff mechanical systems by Runge-Kutta methods , 1992 .

[15]  George Haller,et al.  Exact Nonlinear Model Reduction for a von Karman beam: Slow-Fast Decomposition and Spectral Submanifolds , 2017, Journal of Sound and Vibration.

[16]  Jesús María Sanz-Serna,et al.  A Multiscale Technique for Finding Slow Manifolds of Stiff Mechanical Systems , 2012, Multiscale Model. Simul..

[17]  Ira B. Schwartz,et al.  Dynamics of Large Scale Coupled Structural/ Mechanical Systems: A Singular Perturbation/ Proper Orthogonal Decomposition Approach , 1999, SIAM J. Appl. Math..

[18]  R. Llave,et al.  The parameterization method for invariant manifolds. I: Manifolds associated to non-resonant subspaces , 2003 .

[19]  Daniel Rixen,et al.  Model order reduction using an adaptive basis for geometrically nonlinear structural dynamics , 2014 .

[20]  Christophe Pierre,et al.  Normal Modes for Non-Linear Vibratory Systems , 1993 .

[21]  Karen Willcox,et al.  A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems , 2015, SIAM Rev..

[22]  P. J. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[23]  Marian Wiercigroch Mechanical Vibrations: Theory and Application to Structural Dynamics – 3rd Edition M. Geradin and D. J. Rixen John Wiley and Sons, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK. 2015. 598pp. Illustrated. £83.95. ISBN 978-1-118-90020 8. , 2018 .

[24]  A. Kelley Analytic two-dimensional subcenter manifolds for systems with an integral. , 1969 .

[25]  Paolo Tiso,et al.  Nonlinear model order reduction for flexible multibody dynamics: a modal derivatives approach , 2016 .

[26]  Ira B. Schwartz,et al.  THE SLOW INVARIANT MANIFOLD OF A CONSERVATIVE PENDULUM-OSCILLATOR SYSTEM , 1996 .

[27]  Martin Corless,et al.  Dynamics of nonlinear structures with multiple equilibria: A singular perturbation-invariant manifold approach , 1999 .

[28]  Michiel E. Hochstenbach,et al.  A comparison of model reduction techniques from structural dynamics, numerical mathematics and systems and control , 2013 .

[29]  Martin Corless,et al.  Inariant manifolds and chaotic vibrations in singularly perturbed nonlinear oscillators , 1998 .

[30]  P. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[31]  S. Michael Spottswood,et al.  A review of indirect/non-intrusive reduced order modeling of nonlinear geometric structures , 2013 .

[32]  Gaëtan Kerschen,et al.  Bridging the gap between Nonlinear Normal Modes and Modal Derivatives , 2016 .

[33]  Joono Cheong,et al.  Invariant slow manifold approach for exact dynamic inversion of singularly perturbed linear mechanical systems with admissible output constraints , 2012 .