Stress-weighted centroidal Voronoi tessellation for structural design

被引:10
作者
Yadav, Neeraj [1 ]
Kang, Julian H. [2 ]
Rybkowski, Zofia K. [2 ]
Yarnold, Matthew T. [3 ]
He, Weiling [1 ]
机构
[1] Texas A&M Univ, Dept Architecture, College Stn, TX 77843 USA
[2] Texas A&M Univ, Dept Construct Sci, College Stn, TX 77843 USA
[3] Texas A&M Univ, Dept Civil & Environm Engn, College Stn, TX 77843 USA
关键词
Structural design; Optimization; Stress-weighted centroid; Voronoi tessellation; Volume redistribution; Generative design; OPTIMIZATION; DIAGRAMS; COMPUTATION; GENERATION; SCAFFOLDS;
D O I
10.1016/j.finel.2022.103905
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The design of efficient structural members is a well-established field with a wide range of methods and techniques available to optimize the structural form. As a result, there are many versions of the problem formulation depending on the optimization objective. However, the minimization of the standard deviation of stress across the design domain has seen limited research when compared to prevalent approaches such as maximizing stiffness. The proposed technique employed the Voronoi tessellation to reposition the material volume and voids on the basis of the structural analysis output. The stress-weighted centroids of the Voronoi cells were utilized to make such iterative changes to the structure. The performance was compared against the centroidal Voronoi tessellation (CVT), also known as Lloyd's algorithm, through computational simulations on homogeneous and statically-loaded 2.5D and 3D full Mersserschimstt-Bo center dot lkow-Blohm (MBB) beams. The findings imply a statistically significant difference between the two algorithms. Additionally, there is evidence to suggest that, with weights inversely proportional to the stresses, reductions can be made to the standard deviation of stress, mean stress, and the maximum stress value without altering the volume. The results are contingent upon the shortlisted scheme, the Extrusion Scaffold, for creating a volumetric entity from the Voronoi tessellation.
引用
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页数:14
相关论文
共 52 条
[1]   Evaluating the performance of microstructure generation algorithms for 2-d foam-like representative volume elements [J].
Alsayednoor, J. ;
Harrison, P. .
MECHANICS OF MATERIALS, 2016, 98 :44-58
[2]   Voronoi-Like Grid Systems for Tall Buildings [J].
Angelucci, Giulia ;
Mollaioli, Fabrizio .
FRONTIERS IN BUILT ENVIRONMENT, 2018, 4
[3]   New parametric applications concerning the theory of quadratic forms - Second announcement [J].
Voronoi, G .
JOURNAL FUR DIE REINE UND ANGEWANDTE MATHEMATIK, 1908, 134 (1/4) :198-287
[4]   Bio-inspired method based on bone architecture to optimize the structure of mechanical workspieces [J].
Audibert, Clement ;
Chaves-Jacob, Julien ;
Linares, Jean-Marc ;
Lopez, Quentin-Alexis .
MATERIALS & DESIGN, 2018, 160 :708-717
[5]  
AURENHAMMER F, 1991, COMPUT SURV, V23, P345, DOI 10.1145/116873.116880
[6]  
Bendsoe M.P., 1993, Topology Design of Structures
[7]   A stress-based topology optimization method by a Voronoi tessellation Additive Manufacturing oriented [J].
Cucinotta, Filippo ;
Raffaele, Marcello ;
Salmeri, Fabio .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 103 (5-8) :1965-1975
[8]   A survey of structural and multidisciplinary continuum topology optimization: post 2000 [J].
Deaton, Joshua D. ;
Grandhi, Ramana V. .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2014, 49 (01) :1-38
[9]  
Descartes R., 1644, Principia Philosophiae
[10]   Centroidal Voronoi tessellations: Applications and algorithms [J].
Du, Q ;
Faber, V ;
Gunzburger, M .
SIAM REVIEW, 1999, 41 (04) :637-676