ISOCOMP: Unified geometric and material composition for optimal topology design

In this paper, a unified strategy is developed to simultaneously insert inclusions or holes of regular shape as well as redistribute the material to effect optimal topologies of solids. We demonstrate the unified optimal design strategy through three possible choices of design variables: (1) purely geometrical, (2) purely material, and (3) geometrical-material. We couple the geometrical approach with the topological derivative of the objective function and a condition derived for optimally inserting an infinitesimal ellipsoidal heterogeneity (hole or inclusion) into the structure. The approximations of the geometry, material and behavioral fields are isoparametric (or “isogeometric”) and are composed consistent with the Hierarchical Partition of Unity Field Compositions (HPFC) theory (Rayasam et al., Int J Numer Methods Eng 72(12):1452–1489, 2007). Specifically, analogous to the constructive solid geometry procedure of CAD, the complex material as well as the behavioral field is modeled hierarchically through a series of pair-wise compositions of primitive fields defined on the primitive geometrical domains. The geometrical, material and behavioral approximations are made using Non-Uniform Rational B-Splines (NURBS) basis functions. Thus, the proposed approach seamlessly unifies the explicit representation of boundary shapes with the implicit representations of boundaries arising out of material redistribution, and is termed ISOCOMP, or isoparametric compositions for topology optimization. The methodology is demonstrated first on a set of example problems that increase in complexity of design variable choice culminating in simultaneous optimization of hole location, hole shape and material distribution within the domain. This is followed by a detailed case study involving topology optimization of a bicycle “dropout.”

[1]  G. Subbarayan,et al.  CAD inspired hierarchical partition of unity constructions for NURBS‐based, meshless design, analysis and optimization , 2007 .

[2]  Jan Sokolowski,et al.  On the Topological Derivative in Shape Optimization , 1999 .

[3]  Ganesh Subbarayan,et al.  Optimal topological design through insertion and configuration of finite-sized heterogeneities , 2013 .

[4]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[5]  H. P. Mlejnek,et al.  Some aspects of the genesis of structures , 1992 .

[6]  Mostafa Khanzadi,et al.  An isogeometrical approach to structural topology optimization by optimality criteria , 2012 .

[7]  Piotr Breitkopf,et al.  An implicit model for the integrated optimization of component layout and structure topology , 2013 .

[8]  G. Allaire,et al.  A level-set method for shape optimization , 2002 .

[9]  Ganesh Subbarayan,et al.  NURBS-based solutions to inverse boundary problems in droplet shape prediction , 2000 .

[10]  M. Burger,et al.  Incorporating topological derivatives into level set methods , 2004 .

[11]  Weihong Zhang,et al.  Integrated layout design of multi‐component system , 2009 .

[12]  J. Cea,et al.  The shape and topological optimizations connection , 2000 .

[13]  Sung-Kie Youn,et al.  Isogeometric topology optimization using trimmed spline surfaces , 2010 .

[14]  T. Hughes,et al.  Isogeometric analysis : CAD, finite elements, NURBS, exact geometry and mesh refinement , 2005 .

[15]  Michael Yu Wang,et al.  Synthesis of shape and topology of multi-material structures with a phase-field method , 2004 .

[16]  V. Kobelev,et al.  Bubble method for topology and shape optimization of structures , 1994 .

[17]  Ganesh Subbarayan,et al.  Hierarchical Partition of Unity Field Compositions (HPFC) for Optimal Design in the Presence of Cracks , 2010 .

[18]  K. Schittkowski NLPQL: A fortran subroutine solving constrained nonlinear programming problems , 1986 .

[19]  Michael Yu Wang,et al.  3D Multi-Material Structural Topology Optimization with the Generalized Cahn-Hilliard Equations , 2006 .

[20]  S. Nemat-Nasser,et al.  Micromechanics: Overall Properties of Heterogeneous Materials , 1993 .

[21]  Shiwei Zhou,et al.  Multimaterial structural topology optimization with a generalized Cahn–Hilliard model of multiphase transition , 2006 .

[22]  M. Zhou,et al.  The COC algorithm, Part II: Topological, geometrical and generalized shape optimization , 1991 .

[23]  J. D. Eshelby The determination of the elastic field of an ellipsoidal inclusion, and related problems , 1957, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[24]  Ganesh Subbarayan,et al.  Constructive solid analysis: a hierarchical, geometry-based meshless analysis procedure for integrated design and analysis , 2004, Comput. Aided Des..

[25]  Ganesh Subbarayan,et al.  NURBS representational strategies for tracking moving boundaries and topological changes during phase evolution , 2011 .

[26]  O. Pironneau Optimal Shape Design for Elliptic Systems , 1983 .

[27]  Anath Fischer,et al.  Integrated mechanically based CAE system using B-Spline finite elements , 2000, Comput. Aided Des..

[28]  I. Babuska,et al.  The partition of unity finite element method: Basic theory and applications , 1996 .

[29]  Ganesh Subbarayan,et al.  Hierarchical field compositions for discontinuous enrichment and system-level synthesis , 2008 .

[30]  R. Feijóo,et al.  Topological sensitivity analysis , 2003 .

[31]  Saeed Shojaee,et al.  COMPOSITION OF ISOGEOMETRIC ANALYSIS WITH LEVEL SET METHOD FOR STRUCTURAL TOPOLOGY OPTIMIZATION , 2012 .

[32]  G. Subbarayan,et al.  Isogeometric enriched field approximations , 2012 .

[33]  M. Bendsøe,et al.  Topology Optimization: "Theory, Methods, And Applications" , 2011 .

[34]  Thomas J. R. Hughes,et al.  Isogeometric Analysis for Topology Optimization with a Phase Field Model , 2012 .

[35]  Mark E. Botkin,et al.  Optimum Shape: Automated Structural Design , 1986 .

[36]  Xiaoming Wang,et al.  A level set method for structural topology optimization , 2003 .

[37]  M. Rayasam,et al.  A meshless, compositional approach to shape optimal design , 2007 .

[38]  Bahgat Sammakia,et al.  Hierarchical field compositions for simulations of near-percolation thermal transport in particulate materials , 2009 .

[39]  M. E. Botkin,et al.  The Optimum Shape , 1986 .

[40]  M. Bendsøe Optimal shape design as a material distribution problem , 1989 .

[41]  I. Babuska,et al.  The Partition of Unity Method , 1997 .

[42]  Z. Kang,et al.  Integrated topology optimization with embedded movable holes based on combined description by material density and level sets , 2013 .

[43]  Habib Ammari,et al.  Complete Asymptotic Expansions of Solutions of the System of Elastostatics in the Presence of an Inclusion of Small Diameter and Detection of an Inclusion , 2002 .

[44]  K. Svanberg The method of moving asymptotes—a new method for structural optimization , 1987 .

[45]  V. Cerný Thermodynamical approach to the traveling salesman problem: An efficient simulation algorithm , 1985 .