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Parameter identification of multibody systems based on second order sensitivity analysis

  • Jieyu Ding*
  • , Zhenkuan Pan
  • , Liqun Chen
  • *Corresponding author for this work
  • Qingdao University
  • Shanghai University

Research output: Contribution to journalArticlepeer-review

Abstract

An identification procedure for multibody systems is presented to determine optimal values for unknown or estimated model parameters from experimental test data. Based on a non-linear least-square optimization procedure, the Levenberg-Marquardt trust region method is developed to estimate the unknown parameters, in which the second order sensitivity analysis with the hybrid method is applied to improve the convergence and stability. Finally, numerical examples of slider-crank mechanism validate the accuracy and efficiency of the method presented.

Original languageEnglish
Pages (from-to)1105-1110
Number of pages6
JournalInternational Journal of Non-Linear Mechanics
Volume47
Issue number10
DOIs
StatePublished - Dec 2012
Externally publishedYes

Keywords

  • Multibody systems
  • Parameter identification
  • Sensitivity analysis
  • Trust region method

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