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Second order adjoint sensitivity analysis of multibody systems described by differential-algebraic equations

  • Jie Yu Ding
  • , Zhen Kuan Pan
  • , Li Qun Chen*
  • *Corresponding author for this work
  • Qingdao University
  • Shanghai University

Research output: Contribution to journalArticlepeer-review

Abstract

The optimization strategies employing second order sensitivity information has higher accuracy, but its computation is complex. In this paper, an adjoint variable method applied for the second order design sensitivity analysis of multibody design problems is developed. Based on Lagrange equations of multibody system dynamics, a general objective function, constraint conditions, initial and end conditions, the adjoint variable equations for first order sensitivity analysis and design sensitivity formulations are derived firstly. Then, second order sensitivity analysis formulations, as well as the detailed computation steps, are given based on the previous results. For simplification, the second derivative of the objective function with respect to design variables is translated into an initial value problem of an ordinary differential equation with one variable. Finally, a numerical example of slider-crank mechanism validates the accuracy and efficiency of the method for second order sensitivity analysis.

Original languageEnglish
Pages (from-to)599-617
Number of pages19
JournalMultibody System Dynamics
Volume18
Issue number4
DOIs
StatePublished - Nov 2007
Externally publishedYes

Keywords

  • Adjoint variable method
  • Differential-algebraic equations
  • Sensitivity analysis

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