ZHANG Jia-zhong, LIU Yan, CHEN Dang-min. Error Estimate for the Influence of Model Reduction of Nonlinear Dissipative Autonomous Dynamical System on the Long-Term Behaviours[J]. Applied Mathematics and Mechanics, 2005, 26(7): 861-866.
Citation: ZHANG Jia-zhong, LIU Yan, CHEN Dang-min. Error Estimate for the Influence of Model Reduction of Nonlinear Dissipative Autonomous Dynamical System on the Long-Term Behaviours[J]. Applied Mathematics and Mechanics, 2005, 26(7): 861-866.

Error Estimate for the Influence of Model Reduction of Nonlinear Dissipative Autonomous Dynamical System on the Long-Term Behaviours

  • Received Date: 2003-09-25
  • Rev Recd Date: 2004-12-06
  • Publish Date: 2005-07-15
  • From viewpoint of nonlinear dynamics, the model reduction and its influence on the long- term behaviours of a class of nonlinear dissipative autonomous dynamical system with higher dimen sion are investigated theoretically under some assumptions. The system was analyzed in the state space with an introduction of a distance definition which can be used to describe the distance between the full system and the reduced system, and the solution of the full system was then projected onto the complete space spanned by the eigenvectors of the linear operator of the governing equations. As are sult, the influence of mode series truncation on the long-term behaviours and the error estimate are derived, showing that the error is dependent on the first products of frequencies and damping ratios in the subspace spanned by the eigenvectors with higher modal damping. Furthermore, the fundamental understanding for the topological change of the solution due to the application of different model reduction is interpreted in a mathematically precise way, using the qualitative theory of nonlinear dy namics.
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