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Structural topology optimization considering connectivity constraint

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Abstract

Topology optimization has been regarded as a powerful design approach for determining optimal topology of a structure to obtain desired functional performances within a defined design domain. Considering manufacturing process constraints in topology optimization becomes increasingly important due to its potential practical applications. In this paper, we propose a novel topology optimization model with manufacturing process related connectivity constraints. A generalized method, named as virtual scalar field method (VSFM), is developed for describing and enforcing desired connectivity constraint. As an illustrative example, the connectivity constraint can be converted to an equivalent maximum temperature constraint when temperature is chosen as the scalar field. The temperature constraint is then easily integrated and implemented in routine topology optimization. The simply-connected constraint, which excludes interior closed cavities and is representative of many advanced manufacturing techniques, e.g. additive manufacturing (AM) or casting, is used as an example to demonstrate the key ideas and the efficiency of the VSF method. Some numerical examples, which consider the connectivity constraint in topology optimization, are presented to show the validity of this method.

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References

  • Ahn H, De Berg M, Bose P, Cheng S, Halperin D, Matoušek J et al (2002) Separating an object from its cast. Comput Aided Des 34:547–559

    Article  Google Scholar 

  • Bendsøe MP, Sigmund O (1999) Material interpolation schemes in topology optimization. Arch Appl Mech 69:635–654

    Article  MATH  Google Scholar 

  • Brackett D, Ashcroft I, Hague R (2011) Topology optimization for additive manufacturing. Proceedings of the 24th Solid Freeform Fabrication Symposium (SFF11). p. 6–8

  • Chen S, Wang MY, Liu AQ (2008) Shape feature control in structural topology optimization. Comput Aided Des 40:951–962

    Article  MathSciNet  Google Scholar 

  • Diegel O, Singamneni S, Reay S, Withell A (2010) Tools for sustainable product design: additive manufacturing. J Sustain Dev 3:68–75

    Article  Google Scholar 

  • Gaynor AT, Guest JK (2014) Topology optimization for additive manufacturing: considering maximum overhang constraint. 15th AIAA/ISSMO multidisciplinary analysis and optimization conference. p. 16–20

  • Gersborg AR, Andreasen CS (2011) An explicit parameterization for casting constraints in gradient driven topology optimization. Struct Multidiscip Optim 44:875–881

    Article  Google Scholar 

  • Gibson I, Rosen DW, Stucker B (2010) Additive manufacturing technologies. Springer

  • Gu D, Meiners W, Wissenbach K, Poprawe R (2012) Laser additive manufacturing of metallic components: materials, processes and mechanisms. Int Mater Rev 57:133–164

    Article  Google Scholar 

  • Guest JK (2009a) Topology optimization with multiple phase projection. Comput Methods Appl Mech Eng 199:123–135

    Article  MathSciNet  MATH  Google Scholar 

  • Guest JK (2009b) Imposing maximum length scale in topology optimization. Struct Multidiscip Optim 37:463–473

    Article  MathSciNet  MATH  Google Scholar 

  • Guest JK, Prévost J, Belytschko T (2004) Achieving minimum length scale in topology optimization using nodal design variables and projection functions. Int J Numer Methods Eng 61:238–254

    Article  MathSciNet  MATH  Google Scholar 

  • Guo X, Zhang W, Zhong W (2014) Explicit feature control in structural topology optimization via level set method. Comput Methods Appl Mech Eng 272:354–378

    Article  MathSciNet  MATH  Google Scholar 

  • Harzheim L, Graf G (2006) A review of optimization of cast parts using topology optimization. Struct Multidiscip Optim 31:388–399

    Article  Google Scholar 

  • Hutmacher DW, Schantz T, Zein I, Ng KW, Teoh SH, Tan KC (2001) Mechanical properties and cell cultural response of polycaprolactone scaffolds designed and fabricated via fused deposition modeling. J Biomed Mater Res 55:203–216

    Article  Google Scholar 

  • Kruth J-P, Leu M-C, Nakagawa T (1998) Progress in additive manufacturing and rapid prototyping. CIRP Ann-Manuf Technol 47:525–540

    Article  Google Scholar 

  • Kruth J-P, Mercelis P, Van Vaerenbergh J, Froyen L, Rombouts M (2005) Binding mechanisms in selective laser sintering and selective laser melting. Rapid Prototyp J 11:26–36

    Article  Google Scholar 

  • Leary M, Merli L, Torti F, Mazur M, Brandt M (2014) Optimal topology for additive manufacture: a method for enabling additive manufacture of support-free optimal structures. Mater Des 63:678–690

    Article  Google Scholar 

  • Li H, Li P, Gao L, Zhang L, Wu T (2015) A level set method for topological shape optimization of 3D structures with extrusion constraints. Comput Methods Appl Mech Eng 283:615–635

    Article  MathSciNet  Google Scholar 

  • Liu S, Li Q, Chen W, Hu R, Tong L (2015) H-DGTP—a Heaviside-function based directional growth topology parameterization for design optimization of stiffener layout and height of thin-walled structures. Struct Multidiscip Optim: 1–11

  • Liu S, Li Q, Chen W, Tong L, Cheng G (2015b) An identification method for enclosed voids restriction in manufacturability design for additive manufacturing structures. Front Mech Eng 10:126–137

    Article  Google Scholar 

  • Lu J, Chen Y (2012) Manufacturable mechanical part design with constrained topology optimization. Proc Inst Mech Eng B J Eng Manuf 226:1727–1735

    Article  Google Scholar 

  • Luo J, Luo Z, Chen S, Tong L, Wang MY (2008) A new level set method for systematic design of hinge-free compliant mechanisms. Comput Methods Appl Mech Eng 198:318–331

    Article  MATH  Google Scholar 

  • Luo Y, Wang MY, Kang Z (2013) An enhanced aggregation method for topology optimization with local stress constraints. Comput Methods Appl Mech Eng 254:31–41

    Article  MathSciNet  MATH  Google Scholar 

  • Murr LE, Gaytan SM, Ramirez DA, Martinez E, Hernandez J, Amato KN et al (2012) Metal fabrication by additive manufacturing using laser and electron beam melting technologies. J Mater Sci Technol 28:1–14

    Article  Google Scholar 

  • Myers SB (1935) Connections between differential geometry and topology. I. Simply connected surfaces. Duke Math J 1:376–391

    Article  MathSciNet  MATH  Google Scholar 

  • París J, Navarrina F, Colominas I, Casteleiro M (2009) Topology optimization of continuum structures with local and global stress constraints. Struct Multidiscip Optim 39:419–437

    Article  MathSciNet  MATH  Google Scholar 

  • Pedersen P, Pedersen NL (2009) Analytical optimal designs for long and short statically determinate beam structures. Struct Multidiscip Optim 39:343–357

    Article  MathSciNet  MATH  Google Scholar 

  • Poulsen TA (2003) A new scheme for imposing a minimum length scale in topology optimization. Int J Numer Methods Eng 57:741–760

    Article  MathSciNet  MATH  Google Scholar 

  • Rozvany GI (2009) A critical review of established methods of structural topology optimization. Struct Multidiscip Optim 37:217–237

    Article  MathSciNet  MATH  Google Scholar 

  • Schevenels M, Lazarov BS, Sigmund O (2011) Robust topology optimization accounting for spatially varying manufacturing errors. Comput Methods Appl Mech Eng 200:3613–3627

    Article  MATH  Google Scholar 

  • Sigmund O (1997) On the design of compliant mechanisms using topology optimization. J Struct Mech 25:493–524

    Google Scholar 

  • Sigmund O (2007) Morphology-based black and white filters for topology optimization. Struct Multidiscip Optim 33:401–424

    Article  Google Scholar 

  • Sigmund O (2009) Manufacturing tolerant topology optimization. Acta Mech Sinica 25:227–239

    Article  MATH  Google Scholar 

  • Sigmund O, Maute K (2013) Topology optimization approaches. Struct Multidiscip Optim 48:1031–1055

    Article  MathSciNet  Google Scholar 

  • Svanberg K (1987) The method of moving asymptotes—a new method for structural optimization. Int J Numer Methods Eng 24:359–373

    Article  MathSciNet  MATH  Google Scholar 

  • Turner BN, Strong R, Gold SA (2014) A review of melt extrusion additive manufacturing processes: I. Process design and modeling. Rapid Prototyp J 20:192–204

    Article  Google Scholar 

  • Wang F, Lazarov BS, Sigmund O (2011) On projection methods, convergence and robust formulations in topology optimization. Struct Multidiscip Optim 43:767–784

    Article  MATH  Google Scholar 

  • Xia Q, Shi T (2015) Constraints of distance from boundary to skeleton: for the control of length scale in level set based structural topology optimization. Comput Methods Appl Mech Eng 295:525–542

    Article  MathSciNet  Google Scholar 

  • Xia Q, Shi T, Wang MY, Liu S (2010) A level set based method for the optimization of cast part. Struct Multidiscip Optim 41:735–747

    Article  Google Scholar 

  • Zegard T, Paulino GH (2015) Bridging topology optimization and additive manufacturing. Struct Multidiscip Optim :1–18

  • Zein I, Hutmacher DW, Tan KC, Teoh SH (2002) Fused deposition modeling of novel scaffold architectures for tissue engineering applications. Biomaterials 23:1169–1185

    Article  Google Scholar 

  • Zhang W, Zhong W, Guo X (2014) An explicit length scale control approach in SIMP-based topology optimization. Comput Methods Appl Mech Eng 282:71–86

    Article  MathSciNet  Google Scholar 

  • Zhang P, Toman J, Yu Y, Biyikli E, Kirca M, Chmielus M et al (2015) Efficient design-optimization of variable-density hexagonal cellular structure by additive manufacturing: theory and validation. J Manuf Sci Eng 137

  • Zhou M, Fleury R, Shyy Y, Thomas H, Brennan J (2002) Progress in topology optimization with manufacturing constraints. Proceedings of the 9th AIAA MDO conference AIAA-2002-4901

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Acknowledgments

The authors gratefully acknowledge the financial support to this work by the National Natural Science Foundation of China (Grant Nos. 11332004 and 11172052), the National Basic Research Program of China (Grant No. 2011CB610304), the 111 Project (B14013), the Fundamental Research Funds for the Central Universities of China (DUT15ZD101), and the Australian Research Council (Grant No DP140104408).

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Correspondence to Shutian Liu.

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Li, Q., Chen, W., Liu, S. et al. Structural topology optimization considering connectivity constraint. Struct Multidisc Optim 54, 971–984 (2016). https://doi.org/10.1007/s00158-016-1459-5

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  • DOI: https://doi.org/10.1007/s00158-016-1459-5

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