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
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