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Published in: Structural and Multidisciplinary Optimization 3/2013

01-03-2013 | Research Paper

Robust topology optimization accounting for misplacement of material

Authors: Miche Jansen, Geert Lombaert, Moritz Diehl, Boyan S. Lazarov, Ole Sigmund, Mattias Schevenels

Published in: Structural and Multidisciplinary Optimization | Issue 3/2013

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Abstract

The use of topology optimization for structural design often leads to slender structures. Slender structures are sensitive to geometric imperfections such as the misplacement or misalignment of material. The present paper therefore proposes a robust approach to topology optimization taking into account this type of geometric imperfections. A density filter based approach is followed, and translations of material are obtained by adding a small perturbation to the center of the filter kernel. The spatial variation of the geometric imperfections is modeled by means of a vector valued random field. The random field is conditioned in order to incorporate supports in the design where no misplacement of material occurs. In the robust optimization problem, the objective function is defined as a weighted sum of the mean value and the standard deviation of the performance of the structure under uncertainty. A sampling method is used to estimate these statistics during the optimization process. The proposed method is successfully applied to three example problems: the minimum compliance design of a slender column-like structure and a cantilever beam and a compliant mechanism design. An extensive Monte Carlo simulation is used to show that the obtained topologies are more robust with respect to geometric imperfections.

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Literature
go back to reference Abramowitz M, Stegun I (1970) Handbook of mathematical functions, 9th edn. Dover Publications, New York Abramowitz M, Stegun I (1970) Handbook of mathematical functions, 9th edn. Dover Publications, New York
go back to reference Andreassen E, Clausen A, Schevenels M, Lazarov B, Sigmund O (2011) Efficient topology optimization in MATLAB using 88 lines of code. Struct Multidisc Optim 43:1–16CrossRef Andreassen E, Clausen A, Schevenels M, Lazarov B, Sigmund O (2011) Efficient topology optimization in MATLAB using 88 lines of code. Struct Multidisc Optim 43:1–16CrossRef
go back to reference Asadpoure A, Tootkaboni M, Guest J (2011) Robust topology optimization of structures with uncertainties in stiffness—application to truss structures. Comput Struct 89(11–12):1131–1141CrossRef Asadpoure A, Tootkaboni M, Guest J (2011) Robust topology optimization of structures with uncertainties in stiffness—application to truss structures. Comput Struct 89(11–12):1131–1141CrossRef
go back to reference Baitsch M, Hartmann D (2006) Optimization of slender structures considering geometrical imperfections. Inverse Probl Sci Eng 14(6):623–637MATHCrossRef Baitsch M, Hartmann D (2006) Optimization of slender structures considering geometrical imperfections. Inverse Probl Sci Eng 14(6):623–637MATHCrossRef
go back to reference Bendsøe M (1989) Optimal shape design as a material distribution problem. Struct Multidisc Optim 1:193–202CrossRef Bendsøe M (1989) Optimal shape design as a material distribution problem. Struct Multidisc Optim 1:193–202CrossRef
go back to reference Bendsøe M, Sigmund O (2004) Topology optimization: theory, methods and applications, 2nd edn. Springer, BerlinMATH Bendsøe M, Sigmund O (2004) Topology optimization: theory, methods and applications, 2nd edn. Springer, BerlinMATH
go back to reference Brittain K, Silva M, Tortorelli D (2011) Minmax topology optimization. Struct Multidisc Optim 45:1–12MathSciNet Brittain K, Silva M, Tortorelli D (2011) Minmax topology optimization. Struct Multidisc Optim 45:1–12MathSciNet
go back to reference Bruns T, Tortorelli D (2001) Topology optimization of non-linear elastic structures and compliant mechanisms. Comput Methods Appl Mech Eng 190(26–27):3443–3459MATHCrossRef Bruns T, Tortorelli D (2001) Topology optimization of non-linear elastic structures and compliant mechanisms. Comput Methods Appl Mech Eng 190(26–27):3443–3459MATHCrossRef
go back to reference Chen S, Chen W (2011) A new level-set based approach to shape and topology optimization under geometric uncertainty. Struct Multidisc Optim 44:1–18CrossRef Chen S, Chen W (2011) A new level-set based approach to shape and topology optimization under geometric uncertainty. Struct Multidisc Optim 44:1–18CrossRef
go back to reference Chen S, Chen W, Lee S (2010) Level set based robust shape and topology optimization under random field uncertainties. Struct Multidisc Optim 41:507–524MathSciNetCrossRef Chen S, Chen W, Lee S (2010) Level set based robust shape and topology optimization under random field uncertainties. Struct Multidisc Optim 41:507–524MathSciNetCrossRef
go back to reference Ditlevsen O (1996) Dimension reduction and discretization in stochastic problems by regression method. In: Casciati F, Roberts J (eds) Mathematical models for structural reliability analysis, pp 51–138 Ditlevsen O (1996) Dimension reduction and discretization in stochastic problems by regression method. In: Casciati F, Roberts J (eds) Mathematical models for structural reliability analysis, pp 51–138
go back to reference Eurocode 3 (1994) Design of steel structures. European Commitee for Standardization Eurocode 3 (1994) Design of steel structures. European Commitee for Standardization
go back to reference Ghanem R, Spanos P (1991) Stochastic finite elements: a spectral approach. Springer-Verlag, New YorkMATHCrossRef Ghanem R, Spanos P (1991) Stochastic finite elements: a spectral approach. Springer-Verlag, New YorkMATHCrossRef
go back to reference Guest J, Igusa T (2008) Structural optimization under uncertain loads and nodal locations. Comput Methods Appl Mech Eng 198(1):116–124MathSciNetMATHCrossRef Guest J, Igusa T (2008) Structural optimization under uncertain loads and nodal locations. Comput Methods Appl Mech Eng 198(1):116–124MathSciNetMATHCrossRef
go back to reference Guest J, Prevost J, Belytschko T (2004) Achieving minimum length scale in topology optimization using nodal design variables and projection functions. Int J Numer Methods Eng 61(2):238–254MathSciNetMATHCrossRef Guest J, Prevost J, Belytschko T (2004) Achieving minimum length scale in topology optimization using nodal design variables and projection functions. Int J Numer Methods Eng 61(2):238–254MathSciNetMATHCrossRef
go back to reference Guest J, Asadpoure A, Ha SH (2011) Eliminating beta-continuation from heaviside projection and density filter algorithms. Struct Multidisc Optim 44:443–453MathSciNetCrossRef Guest J, Asadpoure A, Ha SH (2011) Eliminating beta-continuation from heaviside projection and density filter algorithms. Struct Multidisc Optim 44:443–453MathSciNetCrossRef
go back to reference Jalalpour M, Igusa T, Guest J (2011) Optimal design of trusses with geometric imperfections: accounting for global instability. Int J Solids Struct 48(21):3011–3019CrossRef Jalalpour M, Igusa T, Guest J (2011) Optimal design of trusses with geometric imperfections: accounting for global instability. Int J Solids Struct 48(21):3011–3019CrossRef
go back to reference JCSS (1999) JCSS probabilistic model code part 3: resistance models. Joint Comittee on Structural Safety JCSS (1999) JCSS probabilistic model code part 3: resistance models. Joint Comittee on Structural Safety
go back to reference Kogiso N, Ahn W, Nishiwaki S, Izui K, Yoshimura M (2008) Robust topology optimization for compliant mechanisms considering uncertainty of applied loads. J Adv Mech Des Syst Manuf 2(1):96–107CrossRef Kogiso N, Ahn W, Nishiwaki S, Izui K, Yoshimura M (2008) Robust topology optimization for compliant mechanisms considering uncertainty of applied loads. J Adv Mech Des Syst Manuf 2(1):96–107CrossRef
go back to reference Kolanek K, Jendo S (2008) Random field models of geometrically imperfect structures with “clamped” boundary conditions. Probab Eng Mech 23(2–3):219–226CrossRef Kolanek K, Jendo S (2008) Random field models of geometrically imperfect structures with “clamped” boundary conditions. Probab Eng Mech 23(2–3):219–226CrossRef
go back to reference Kolmogorov A (1956) Foundations of the theory of probability, 2nd edn. Chelsea Publishing Company, New YorkMATH Kolmogorov A (1956) Foundations of the theory of probability, 2nd edn. Chelsea Publishing Company, New YorkMATH
go back to reference Lazarov B, Schevenels M, Sigmund O (2011) Robust design of large-displacement compliant mechanisms. Mech Sci 2(2):175–182CrossRef Lazarov B, Schevenels M, Sigmund O (2011) Robust design of large-displacement compliant mechanisms. Mech Sci 2(2):175–182CrossRef
go back to reference Lazarov B, Schevenels M, Sigmund O (2012) Topology optimization using perturbation techniques taking into account geometric uncertainties. Int J Numer Methods Eng 90(11):1321‒1336MATHCrossRef Lazarov B, Schevenels M, Sigmund O (2012) Topology optimization using perturbation techniques taking into account geometric uncertainties. Int J Numer Methods Eng 90(11):1321‒1336MATHCrossRef
go back to reference Li C, Der Kiureghian A (1993) Optimal discretization of random fields. J Eng Mech 119(6):1136–1154CrossRef Li C, Der Kiureghian A (1993) Optimal discretization of random fields. J Eng Mech 119(6):1136–1154CrossRef
go back to reference Rozvany G, Zhou M, Birker T (1992) Generalized shape optimization without homogenization. Struct Multidisc Optim 4:250–252CrossRef Rozvany G, Zhou M, Birker T (1992) Generalized shape optimization without homogenization. Struct Multidisc Optim 4:250–252CrossRef
go back to reference Schevenels M, Lazarov B, Sigmund O (2011) Robust topology optimization accounting for spatially varying manufacturing errors. Comput Methods Appl Mech Eng 200(49–52):3613–3627MATHCrossRef Schevenels M, Lazarov B, Sigmund O (2011) Robust topology optimization accounting for spatially varying manufacturing errors. Comput Methods Appl Mech Eng 200(49–52):3613–3627MATHCrossRef
go back to reference Sigmund O (1997) On the design of compliant mechanisms using topology optimization. Mech Struct Mach 25(4):493–524CrossRef Sigmund O (1997) On the design of compliant mechanisms using topology optimization. Mech Struct Mach 25(4):493–524CrossRef
go back to reference Sigmund O (2007) Morphology–based black and white filters for topology optimization. Struct Multidisc Optim 33(4–5):401–424CrossRef Sigmund O (2007) Morphology–based black and white filters for topology optimization. Struct Multidisc Optim 33(4–5):401–424CrossRef
go back to reference Sigmund O (2009) Manufacturing tolerant topology optimization. Acta Mech Sin 25:227–239CrossRef Sigmund O (2009) Manufacturing tolerant topology optimization. Acta Mech Sin 25:227–239CrossRef
go back to reference Sigmund O, Petersson J (1998) Numerical instabilities in topology optimization: a survey on procedures dealing with checkerboards, mesh-dependencies and local minima. Struct Multidisc Optim 16:68–75CrossRef Sigmund O, Petersson J (1998) Numerical instabilities in topology optimization: a survey on procedures dealing with checkerboards, mesh-dependencies and local minima. Struct Multidisc Optim 16:68–75CrossRef
go back to reference Smolyak S (1963) Quadrature and interpolation formulas for tensor products of certain classes of functions. Sov Math, Dokl 4:240–243 Smolyak S (1963) Quadrature and interpolation formulas for tensor products of certain classes of functions. Sov Math, Dokl 4:240–243
go back to reference Sudret B (2008) Global sensitivity analysis using polynomial chaos expansions. Reliab Eng Syst Saf 93(7):964–979CrossRef Sudret B (2008) Global sensitivity analysis using polynomial chaos expansions. Reliab Eng Syst Saf 93(7):964–979CrossRef
go back to reference Sudret B, Der Kiureghian A (2000) Stochastic finite element methods and reliability—a state-of-the-art report. Report UCB/SEMM-2000/08, Department of Civil & Environmental Engineering, University of California, Berkeley Sudret B, Der Kiureghian A (2000) Stochastic finite element methods and reliability—a state-of-the-art report. Report UCB/SEMM-2000/08, Department of Civil & Environmental Engineering, University of California, Berkeley
go back to reference Tootkaboni M, Asadpoure A, Guest J (2012) Topology optimization of continuum structures under uncertainty—a polynomial chaos approach. Comput Methods Appl Mech Eng 201–204(1):263–275MathSciNetCrossRef Tootkaboni M, Asadpoure A, Guest J (2012) Topology optimization of continuum structures under uncertainty—a polynomial chaos approach. Comput Methods Appl Mech Eng 201–204(1):263–275MathSciNetCrossRef
go back to reference Wang F, Jensen J, Sigmund O (2011a) Robust topology optimization of photonic crystal waveguides with tailored dispersion properties. J Opt Soc Am B, Opt Phys 28(3):387–397CrossRef Wang F, Jensen J, Sigmund O (2011a) Robust topology optimization of photonic crystal waveguides with tailored dispersion properties. J Opt Soc Am B, Opt Phys 28(3):387–397CrossRef
go back to reference Wang F, Lazarov B, Sigmund O (2011b) On projection methods, convergence and robust formulations in topology optimization. Struct Multidisc Optim 43:767–784CrossRef Wang F, Lazarov B, Sigmund O (2011b) On projection methods, convergence and robust formulations in topology optimization. Struct Multidisc Optim 43:767–784CrossRef
go back to reference Xiu D, Hesthaven JS (2005) High-order collocation methods for differential equations with random inputs. SIAM J Sci Comput 27(3):1118–1139MathSciNetMATHCrossRef Xiu D, Hesthaven JS (2005) High-order collocation methods for differential equations with random inputs. SIAM J Sci Comput 27(3):1118–1139MathSciNetMATHCrossRef
go back to reference Xu S, Cai Y, Cheng G (2010) Volume preserving nonlinear density filter based on heaviside functions. Struct Multidisc Optim 41:495–505MathSciNetCrossRef Xu S, Cai Y, Cheng G (2010) Volume preserving nonlinear density filter based on heaviside functions. Struct Multidisc Optim 41:495–505MathSciNetCrossRef
Metadata
Title
Robust topology optimization accounting for misplacement of material
Authors
Miche Jansen
Geert Lombaert
Moritz Diehl
Boyan S. Lazarov
Ole Sigmund
Mattias Schevenels
Publication date
01-03-2013
Publisher
Springer-Verlag
Published in
Structural and Multidisciplinary Optimization / Issue 3/2013
Print ISSN: 1615-147X
Electronic ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-012-0835-z

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