A regularization scheme for explicit level-set XFEM topology optimization

被引:20
|
作者
Geiss, Markus J. [1 ]
Barrera, Jorge L. [1 ]
Boddeti, Narasimha [2 ]
Maute, Kurt [1 ]
机构
[1] Univ Colorado, Ann & HJ Smead Dept Aerosp Engn Sci, Boulder, CO 80309 USA
[2] Singapore Univ Technol & Design, SUTD Digital Mfg & Design Ctr, Singapore 487372, Singapore
基金
新加坡国家研究基金会; 美国国家科学基金会;
关键词
level-set regularization; explicit level-sets; XFEM; CutFEM; topology optimization; heat method; signed distance field; nonlinear structural mechanics; fluid mechanics; STRUCTURAL TOPOLOGY; SHAPE OPTIMIZATION;
D O I
10.1007/s11465-019-0533-2
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Regularization of the level-set (LS) field is a critical part of LS-based topology optimization (TO) approaches. Traditionally this is achieved by advancing the LS field through the solution of a Hamilton-Jacobi equation combined with a reinitialization scheme. This approach, however, may limit the maximum step size and introduces discontinuities in the design process. Alternatively, energy functionals and intermediate LS value penalizations have been proposed. This paper introduces a novel LS regularization approach based on a signed distance field (SDF) which is applicable to explicit LS-based TO. The SDF is obtained using the heat method (HM) and is reconstructed for every design in the optimization process. The governing equations of the HM, as well as the ones describing the physical response of the system of interest, are discretized by the extended finite element method (XFEM). Numerical examples for problems modeled by linear elasticity, nonlinear hyperelasticity and the incompressible Navier-Stokes equations in two and three dimensions are presented to show the applicability of the proposed scheme to a broad range of design optimization problems.
引用
收藏
页码:153 / 170
页数:18
相关论文
共 50 条
  • [1] A regularization scheme for explicit level-set XFEM topology optimization
    Markus J. Geiss
    Jorge L. Barrera
    Narasimha Boddeti
    Kurt Maute
    [J]. Frontiers of Mechanical Engineering, 2019, 14 : 153 - 170
  • [2] AN EXPLICIT LEVEL-SET APPROACH FOR STRUCTURAL TOPOLOGY OPTIMIZATION
    Hamza, Karim
    Aly, Mohamed
    Hegazi, Hesham
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2013, VOL 3A, 2014,
  • [3] A stabilized parametric level-set XFEM topology optimization method for thermal-fluid problem
    Lin, Yi
    Zhu, Weidong
    Li, Jiangxiong
    Ke, Yinglin
    [J]. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2022, 123 (04) : 924 - 952
  • [4] Topology optimization with the homogenization and the level-set methods
    Allaire, C
    [J]. NONLINEAR HOMOGENIZATION AND ITS APPLICATIONS TO COMPOSITES, POLYCRYSTALS AND SMART MATERIALS, 2004, 170 : 1 - 13
  • [5] Level-set topology optimization considering nonlinear thermoelasticity
    Chung, Hayoung
    Amir, Oded
    Kim, H. Alicia
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2020, 361
  • [6] Level-set methods for structural topology optimization: a review
    van Dijk, N. P.
    Maute, K.
    Langelaar, M.
    van Keulen, F.
    [J]. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2013, 48 (03) : 437 - 472
  • [7] A Parallel Level-Set Based Method for Topology Optimization
    Wu, Tao
    Xu, Hao
    Hu, Qiangwen
    Zhao, Yansong
    Peng, Ying
    Chen, Lvjie
    Fu, Yu
    [J]. PROCEEDINGS OF THE 2014 IEEE 18TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2014, : 505 - 509
  • [8] Adaptive immersed isogeometric level-set topology optimization
    Schmidt, Mathias R.
    Noël, Lise
    Wunsch, Nils
    Doble, Keenan
    Evans, John A.
    Maute, Kurt
    [J]. Structural and Multidisciplinary Optimization, 2025, 68 (01)
  • [9] Stochastic topology optimization based on level-set method
    Hidaka, Yuki
    Sato, Takahiro
    Watanabe, Kota
    Igarashi, Hajime
    [J]. COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2014, 33 (06) : 1904 - 1919
  • [10] Level-set methods for structural topology optimization: a review
    N. P. van Dijk
    K. Maute
    M. Langelaar
    F. van Keulen
    [J]. Structural and Multidisciplinary Optimization, 2013, 48 : 437 - 472