Topology optimization based on reduction methods with applications to multiscale design and additive manufacturing

Emmanuel TROMME , Atsushi KAWAMOTO , James K. GUEST

Front. Mech. Eng. ›› 2020, Vol. 15 ›› Issue (1) : 151 -165.

PDF (2087KB)
Front. Mech. Eng. ›› 2020, Vol. 15 ›› Issue (1) : 151 -165. DOI: 10.1007/s11465-019-0564-8
RESEARCH ARTICLE
RESEARCH ARTICLE

Topology optimization based on reduction methods with applications to multiscale design and additive manufacturing

Author information +
History +
PDF (2087KB)

Abstract

Advanced manufacturing processes such as additive manufacturing offer now the capability to control material placement at unprecedented length scales and thereby dramatically open up the design space. This includes the considerations of new component topologies as well as the architecture of material within a topology offering new paths to creating lighter and more efficient structures. Topology optimization is an ideal tool for navigating this multiscale design problem and leveraging the capabilities of advanced manufacturing technologies. However, the resulting design problem is computationally challenging as very fine discretizations are needed to capture all micro-structural details. In this paper, a method based on reduction techniques is proposed to perform efficiently topology optimization at multiple scales. This method solves the design problem without length scale separation, i.e., without iterating between the two scales. Ergo, connectivity between space-varying micro-structures is naturally ensured. Several design problems for various types of micro-structural periodicity are performed to illustrate the method, including applications to infill patterns in additive manufacturing.

Keywords

multiscale topology optimization / micro-structure / additive manufacturing / reduction techniques / substructuring / static condensation / super-element

Cite this article

Download citation ▾
Emmanuel TROMME, Atsushi KAWAMOTO, James K. GUEST. Topology optimization based on reduction methods with applications to multiscale design and additive manufacturing. Front. Mech. Eng., 2020, 15(1): 151-165 DOI:10.1007/s11465-019-0564-8

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Gao W, Zhang Y, Ramanujan D, The status, challenges, and future of additive manufacturing in engineering. Computer Aided Design, 2015, 69: 65–89

[2]

Mumtaz K A, Vora P, Hopkinson N. A method to eliminate anchors/supports from directly laser melted metal powder bed processes. In: Proceedings of the Solid Freeform Fabrication Symposium. Austin, 2011, 55–64

[3]

Hussein A, Hao L, Yan C, Advanced lattice support structures for metal additive manufacturing. Journal of Materials Processing Technology, 2013, 213(7): 1019–1026

[4]

Leary M, Merli L, Torti F, Optimal topology for additive manufacture: A method for enabling additive manufacture of support-free optimal structures. Materials & Design, 2014, 63: 678–690

[5]

Gaynor A T, Meisel N A, Williams C B, Topology optimization for additive manufacturing: Considering maximum overhang constraint. In: Proceedings of the 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Atlanta: AIAA, 2014, 1–8

[6]

Gaynor A T, Guest J K. Topology optimization considering overhang constraints: Eliminating sacrificial support material in additive manufacturing through design. Structural and Multidisciplinary Optimization, 2016, 54(5): 1157–1172

[7]

Bendsøe M P, Kikuchi N. Generating optimal topologies in structural design using a homogenization method. Computer Methods in Applied Mechanics and Engineering, 1988, 71(2): 197–224

[8]

Bendsøe M P. Optimal shape design as a material distribution problem. Structural Optimization, 1989, 1(4): 193–202

[9]

Rozvany G I N, Zhou M, Birker T. Generalized shape optimization without homogenization. Structural Optimization, 1992, 4(3‒4): 250–252

[10]

Bendsøe M P, Sigmund O. Material interpolation schemes in topology optimization. Archive of Applied Mechanics, 1999, 69(9‒10): 635–654

[11]

Gaynor A T, Meisel N A, Williams C B, Multiple-material topology optimization of compliant mechanisms created via PolyJet three-dimensional printing. Journal of Manufacturing Science and Engineering, 2014, 136(6): 061015

[12]

Cadman J E, Zhou S, Chen Y, On design of multi-functional microstructural materials. Journal of Materials Science, 2013, 48(1): 51–66

[13]

Osanov M, Guest J K. Topology optimization for architected materials design. Annual Review of Materials Research, 2016, 46(1): 211–233

[14]

Sigmund O. Tailoring materials with prescribed elastic properties. Mechanics of Materials, 1995, 20(4): 351–368

[15]

Andreassen E, Lazarov B S, Sigmund O. Design of manufacturable 3D extremal elastic microstructure. Mechanics of Materials, 2014, 69(1): 1–10

[16]

Sigmund O, Torquato S. Composites with extremal thermal expansion coefficients. Applied Physics Letters, 1996, 69(21): 3203–3205

[17]

Guest J K, Prévost J H. Optimizing multifunctional materials: Design of microstructures for maximized stiffness and fluid permeability. International Journal of Solids and Structures, 2006, 43(22‒23): 7028–7047

[18]

Challis V J, Guest J K, Grotowski J F, Computationally generated cross-property bounds for stiffness and fluid permeability using topology optimization. International Journal of Solids and Structures, 2012, 49(23‒24): 3397–3408

[19]

Silva N E C, Fonseca O J S, Kikuchi N. Optimal design of piezoelectric microstructures. Computational Mechanics, 1997, 19(5): 397–410

[20]

Sigmund O, Søndergaard Jensen J. Systematic design of phononic band-gap materials and structures by topology optimization. Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences, 2003, 361(1806): 1001–1019

[21]

Rupp C J, Evgrafov A, Maute K, Design of phononic materials/structures for surface wave devices using topology optimization. Structural and Multidisciplinary Optimization, 2007, 34(2): 111–121

[22]

Sigmund O. Materials with prescribed constitutive parameters: An inverse homogenization problem. International Journal of Solids and Structures, 1994, 31(17): 2313–2329

[23]

Lotfi R, Ha S, Carstensen J V, Topology optimization for cellular material design. MRS Proceedings, 2014, 1662: mrsf13-1662-vv03-08

[24]

Carstensen J V, Guest J K. Topology optimization of nonlinear cellular materials. In: Proceedings of the 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Washington, D.C.: AIAA, 2016

[25]

Rodrigues H C, Guedes J M, Bendsøe M P. Hierarchical optimization of material and structure. Structural and Multidisciplinary Optimization, 2002, 24(1): 1–10

[26]

Sanchez-Palencia E. Non-Homogeneous Media and Vibration Theory. Berlin: Springer, 1980

[27]

Guedes J M, Kikuchi N. Preprocessing and postprocessing for materials based on the homogenization method with adaptive finite element methods. Computer Methods in Applied Mechanics and Engineering, 1990, 83(2): 143–198

[28]

Coelho P G, Cardoso J B, Fernandes P R, Parallel computing techniques applied to the simultaneous design of structure and material. Advances in Engineering Software, 2011, 42(5): 219–227

[29]

Nakshatrala P B, Tortorelli D A, Nakshatrala K B. Nonlinear structural design using multiscale topology optimization. Part I: Static formulation. Computer Methods in Applied Mechanics and Engineering, 2013, 261 262: 167–176

[30]

Xia L, Breitkopf P. Concurrent topology optimization design of material and structure within FE2 nonlinear multiscale analysis framework. Computer Methods in Applied Mechanics and Engineering, 2014, 278: 524–542

[31]

Sivapuram R, Dunning P D, Kim H A. Simultaneous material and structural optimization by multiscale topology optimization. Structural and Multidisciplinary Optimization, 2016, 54(5): 1267–1281

[32]

Xie Y M, Zuo Z H, Huang X, Convergence of topological patterns of optimal periodic structures under multiple scales. Structural and Multidisciplinary Optimization, 2012, 46(1): 41–50

[33]

Zuo Z H, Huang X, Yang X, Comparing optimal material microstructures with optimal periodic structures. Computational Materials Science, 2013, 69: 137–147

[34]

Zhang W, Sun S. Scale-related topology optimization of cellular materials and structures. International Journal for Numerical Methods in Engineering, 2006, 68(9): 993–1011

[35]

Schury F, Stingl M, Wein F. Efficient two-scale optimization of manufacturable graded structures. SIAM Journal on Scientific Computing, 2012, 34(6): B711–B733

[36]

Radman A, Huang X, Xie Y M. Topology optimization of functionally graded cellular materials. Journal of Materials Science, 2013, 48(4): 1503–1510

[37]

Alexandersen J, Lazarov B S. Topology optimization of manufacturable microstructural details without length scale separation using a spectral coarse basis preconditioner. Computer Methods in Applied Mechanics and Engineering, 2015, 290: 156–182

[38]

Lazarov B S. Topology optimization using multiscale finite element method for high-contrast media. In: Lirkov I, Margenov S, WaŚniewski J, eds. Large-Scale Scientific Computing. LSSC 2013. Lecture Notes in Computer Science, vol 8353. Berlin: Springer, 2014, 339–346

[39]

Osanov M, Carstensen J V, Tromme E, Topology optimization for additive manufacturing: New projection-based design algorithms. In: Proceedings of the 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Washington, D.C.: AIAA, 2016

[40]

Turner M J, Clough R W, Martin H C, Stiffness and deflection analysis of complex structures. Journal of the Aeronautical Sciences, 1956, 23(9): 805–823

[41]

Wang S, de Sturler E, Paulino G H. Large-scale topology optimization using preconditioned Krylov subspace methods with recycling. International Journal for Numerical Methods in Engineering, 2007, 69(12): 2441–2468

[42]

Amir O. Revisiting approximate reanalysis in topology optimization: On the advantages of recycled preconditioning in a minimum weight procedure. Structural and Multidisciplinary Optimization, 2015, 51(1): 41–57

[43]

Amir O, Stolpe M, Sigmund O. Efficient use of iterative solvers in nested topology optimization. Structural and Multidisciplinary Optimization, 2010, 42(1): 55–72

[44]

Aage N, Andreassen E, Lazarov B S. Topology optimization using PETSc: An easy-to-use, fully parallel, open source topology optimization framework. Structural and Multidisciplinary Optimization, 2015, 51(3): 565–572

[45]

Sigmund O, Petersson J. Numerical instabilities in topology optimization: A survey on procedures dealing with checkerboards, mesh-dependencies and local minima. Structural Optimization, 1998, 16(1): 68–75

[46]

Sigmund O. Morphology-based black and white filters for topology optimization. Structural and Multidisciplinary Optimization, 2007, 33(4‒5): 401–424

[47]

Guest J K, Prévost J H, Belytschko T. Achieving minimum length scale in topology optimization using nodal design variables and projection functions. International Journal for Numerical Methods in Engineering, 2004, 61(2): 238–254

[48]

Guest J K, Smith Genut L C. Reducing dimensionality in topology optimization using adaptive design variable fields. International Journal for Numerical Methods in Engineering, 2010, 81(8): 1019–1045

[49]

Bruns T E, Tortorelli D A. Topology optimization of non-linear elastic structures and compliant mechanisms. Computer Methods in Applied Mechanics and Engineering, 2001, 190(26‒27): 3443–3459

[50]

Guest J K, Asadpoure A, Ha S H. Eliminating beta-continuation from heaviside projection and density filter algorithms. Structural and Multidisciplinary Optimization, 2011, 44(4): 443–453

[51]

Svanberg K. The method of moving asymptotes—A new method for structural optimization. International Journal for Numerical Methods in Engineering, 1987, 24(2): 359–373

[52]

Sigmund O. On the design of compliant mechanisms using topology optimization. Mechanics of Structures and Machines, 1997, 25(4): 493–524

[53]

Sigmund O, Aage N, Andreassen E. On the non-optimality of Michell structures. Structural and Multidisciplinary Optimization, 2016, 54(2): 361–373

[54]

Guest J K. Topology optimization with multiple phase projection. Computer Methods in Applied Mechanics and Engineering, 2009, 199(1‒4): 123–135

[55]

Clausen A, Aage N, Sigmund O. Exploiting additive manufacturing infill in topology optimization for improved buckling load. Engineering, 2016, 2(2): 250–257

[56]

Hashin Z. The elastic moduli of heterogeneous materials. Journal of Applied Mechanics, 1962, 29(1): 143–150

[57]

Hashin Z, Shtrikman S. A variational approach to the theory of the elastic behavior of multiphase materials. Journal of the Mechanics and Physics of Solids, 1963, 11(2): 127–140

[58]

Wu J, Aage N, Westermann R, Infill optimization for additive manufacturing—Approaching bone-like porous structures. IEEE Transactions on Visualization and Computer Graphics, 2018, 24(2): 1127–1140

RIGHTS & PERMISSIONS

Higher Education Press and Springer-Verlag GmbH Germany, part of Springer Nature

AI Summary AI Mindmap
PDF (2087KB)

3644

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/