• DocumentCode
    441921
  • Title

    Wavelet-based interpolation algorithm for topology extraction of compliant mechanisms

  • Author

    Fu, Yong-Qing ; Zhang, Xian-Min

  • Author_Institution
    Coll. of Mech. Eng., South China Univ. of Technol., Guangzhou, China
  • Volume
    5
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    2802
  • Abstract
    An important issue is to extract a practicable topology from the solution to the topology optimization design of a compliant mechanism. However, there exist checkerboard patterns in most topology results, which makes topology extraction very difficult. In this investigation, a wavelet-based interpolation algorithm, which directly works with the optimization result to extract a checkerboard-free topology, is proposed. Firstly, auxiliary variables, which are mapped from topology variables, are decomposed by an orthogonal wavelet into approximation and detail coefficients. Secondly, the approximation coefficients are served as reference data for a cubic spline interpolation. The approximation coefficients are reconstructed after the interpolation. In order to evaluate the goodness of the algorithm proposed and determine an optimal resolution level selected in the wavelet decomposition, a method based on a volume constraint of the topology optimization is considered. Numerical simulation is carried out on a compliant force inverting mechanism. Simulation results show that the algorithm proposed is an effective remedy for checkerboard patterns in topology solutions and as a result a desired topology is extracted.
  • Keywords
    interpolation; mechanical engineering computing; optimisation; splines (mathematics); topology; wavelet transforms; checkerboard pattern; compliant force inverting mechanism; compliant mechanism; cubic spline interpolation; numerical simulation; orthogonal wavelet; topology extraction; topology optimization design; volume constraint; wavelet decomposition; wavelet-based interpolation; Constraint optimization; Data mining; Design optimization; Educational institutions; Filters; Interpolation; Machine learning algorithms; Numerical simulation; Spline; Topology; Compliant mechanisms; cubic spline interpolation; topology extraction; wavelet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527419
  • Filename
    1527419