Skip to main content
Erschienen in: Structural and Multidisciplinary Optimization 2/2015

01.08.2015 | RESEARCH PAPER

Thickness filters for gradient based multi-material and thickness optimization of laminated composite structures

verfasst von: René Sørensen, Erik Lund

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 2/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This paper presents a new gradient based method for performing discrete material and thickness optimization of laminated composite structures. The novelty in the new method lies in the application of so-called casting constraints, or thickness filters in this context, to control the thickness variation throughout the laminate. The filters replace the layerwise density variables with a single continuous through-the-thickness design variable. Consequently, the filters eliminate the need for having explicit constraints for preventing intermediate void through the thickness of the laminate. Therefore, the filters reduce both the number of constraints and design variables in the optimization problem. Based upon a continuous approximation of a unit step function, the thickness filters are capable of projecting discrete 0/1 values to the underlying layerwise or ”physical” density variables which govern the presence of material in each layer through the thickness of the laminate. Combined with an in-plane density filter, the method enables manufacturers to control the length scale of the geometry while obtaining near discrete designs. Together with the applied manufacturing constraints it is now possible for manufacturers to steer the design towards a higher level of manufacturability. The method is demonstrated for mass minimization with displacement and manufacturing constraints. The results show that the method indeed is capable of obtaining near discrete designs which obey the governing constraints.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Ahmad S, Irons BM, Zienkiewicz OC (1970) Analysis of thick and thin shell structures by curved elements. Int J Numer Methods Eng 2:419–451CrossRef Ahmad S, Irons BM, Zienkiewicz OC (1970) Analysis of thick and thin shell structures by curved elements. Int J Numer Methods Eng 2:419–451CrossRef
Zurück zum Zitat Arora J, Wang Q (2005) Review of formulations for structural and mechanical system optimization. Struct Multidiscip Optim 30(4):251–272MathSciNetCrossRef Arora J, Wang Q (2005) Review of formulations for structural and mechanical system optimization. Struct Multidiscip Optim 30(4):251–272MathSciNetCrossRef
Zurück zum Zitat Bendsøe MP (1989) Optimal shape design as a material distribution problem. Struct Multidiscip Optim 1(4):193–202CrossRef Bendsøe MP (1989) Optimal shape design as a material distribution problem. Struct Multidiscip Optim 1(4):193–202CrossRef
Zurück zum Zitat Bendsøe MP, Sigmund O (2003) Topology optimization, 2nd edn. Springer Verlag, Berlin Bendsøe MP, Sigmund O (2003) Topology optimization, 2nd edn. Springer Verlag, Berlin
Zurück zum Zitat Bruggi M, Duysinx P (2012) Topology optimization for minimum weight with compliance and stress constraints. Struct Multidiscip Optim 46(3):369–384MathSciNetCrossRef Bruggi M, Duysinx P (2012) Topology optimization for minimum weight with compliance and stress constraints. Struct Multidiscip Optim 46(3):369–384MathSciNetCrossRef
Zurück zum Zitat Bruns TE, Tortorelli DA (2001) Topology optimization of non-linear elastic structures and compliant mechanisms. Comput Methods Appl Mech Eng 190(26–27) Bruns TE, Tortorelli DA (2001) Topology optimization of non-linear elastic structures and compliant mechanisms. Comput Methods Appl Mech Eng 190(26–27)
Zurück zum Zitat Bruyneel M (2011) SFP-a new parameterization based on shape functions for optimal material selection: application to conventional composite plies. Struct Multidiscip Optim 43(1):17–27CrossRef Bruyneel M (2011) SFP-a new parameterization based on shape functions for optimal material selection: application to conventional composite plies. Struct Multidiscip Optim 43(1):17–27CrossRef
Zurück zum Zitat Bruyneel M, Beghin C, Craveur G, Grihon S, Sosonkina M (2012) Stacking sequence optimization for constant stiffness laminates based on a continuous optimization approach. Struct Multidiscip Optim 46(6):783–794CrossRef Bruyneel M, Beghin C, Craveur G, Grihon S, Sosonkina M (2012) Stacking sequence optimization for constant stiffness laminates based on a continuous optimization approach. Struct Multidiscip Optim 46(6):783–794CrossRef
Zurück zum Zitat Bruyneel M, Duysinx P, Fleury C, Gao T (2011) Extensions of the shape functions with penalization parameterization for composite-ply optimization. AIAA J 49(10):2325–2329CrossRef Bruyneel M, Duysinx P, Fleury C, Gao T (2011) Extensions of the shape functions with penalization parameterization for composite-ply optimization. AIAA J 49(10):2325–2329CrossRef
Zurück zum Zitat Cheng KT, Olhoff N (1981) An investigation concerning optimal design of solid elastic plates. Int J Solids Struct 17(3):305–323MathSciNetCrossRefMATH Cheng KT, Olhoff N (1981) An investigation concerning optimal design of solid elastic plates. Int J Solids Struct 17(3):305–323MathSciNetCrossRefMATH
Zurück zum Zitat Chin CM, Fletcher R (1999) On the global convergence of an SLP-filter algorithm that takes EQP steps. Numerical Analysis Report NA/199, Department of Mathematics. University of Dundee, Scotland, UK Chin CM, Fletcher R (1999) On the global convergence of an SLP-filter algorithm that takes EQP steps. Numerical Analysis Report NA/199, Department of Mathematics. University of Dundee, Scotland, UK
Zurück zum Zitat Duysinx P (1998) Topology optimization of continuum structures with local stress constraints. Int J Numer Methods Eng 43(8):1453–1478MathSciNetCrossRefMATH Duysinx P (1998) Topology optimization of continuum structures with local stress constraints. Int J Numer Methods Eng 43(8):1453–1478MathSciNetCrossRefMATH
Zurück zum Zitat Fletcher R, Leyffer S, Toint PL (1998) On the global convergence of an SLP-filter algorithm. Numerical Analysis Report NA/183, Department of Mathematics. University of Dundee, Scotland, UK Fletcher R, Leyffer S, Toint PL (1998) On the global convergence of an SLP-filter algorithm. Numerical Analysis Report NA/183, Department of Mathematics. University of Dundee, Scotland, UK
Zurück zum Zitat Gao T, Zhang W, Duysinx P (2012) A bi-value coding parameterization scheme for the discrete optimal orientation design of the composite laminate. Int J Numer Methods Eng 91(1):98–114CrossRef Gao T, Zhang W, Duysinx P (2012) A bi-value coding parameterization scheme for the discrete optimal orientation design of the composite laminate. Int J Numer Methods Eng 91(1):98–114CrossRef
Zurück zum Zitat Gao T, Zhang W, Duysinx P (2013) Simultaneous design of structural layout and discrete fiber orientation using bi-value coding parameterization and volume constraint. Struct Multidiscip Optim 48(6):1075–1088MathSciNetCrossRef Gao T, Zhang W, Duysinx P (2013) Simultaneous design of structural layout and discrete fiber orientation using bi-value coding parameterization and volume constraint. Struct Multidiscip Optim 48(6):1075–1088MathSciNetCrossRef
Zurück zum Zitat Gersborg AR, Andreasen CS (2011) An explicit parameterization for casting constraints in gradient driven topology optimization. Struct Multidiscip Optim 44(6):875–881CrossRef Gersborg AR, Andreasen CS (2011) An explicit parameterization for casting constraints in gradient driven topology optimization. Struct Multidiscip Optim 44(6):875–881CrossRef
Zurück zum Zitat Ghiasi H, Pasini D, Lessard L (2009) Optimum stacking sequence design of composite materials Part I: Constant stiffness design. Compos Struct 90(1):1–11CrossRefMATH Ghiasi H, Pasini D, Lessard L (2009) Optimum stacking sequence design of composite materials Part I: Constant stiffness design. Compos Struct 90(1):1–11CrossRefMATH
Zurück zum Zitat Ghiasi H, Fayazbakhsh K, Pasini D, Lessard L (2010a) Optimum stacking sequence design of composite materials Part II: Variable stiffness design. Compos Struct 93(1):1–13CrossRef Ghiasi H, Fayazbakhsh K, Pasini D, Lessard L (2010a) Optimum stacking sequence design of composite materials Part II: Variable stiffness design. Compos Struct 93(1):1–13CrossRef
Zurück zum Zitat Ghiasi H, Pasini D, Lessard L (2010b) Pareto frontier for simultaneous structural and manufacturing optimization of a composite part. Struct Multidiscip Optim 40(1-6):497–511CrossRefMATH Ghiasi H, Pasini D, Lessard L (2010b) Pareto frontier for simultaneous structural and manufacturing optimization of a composite part. Struct Multidiscip Optim 40(1-6):497–511CrossRefMATH
Zurück zum Zitat Groenwold A, Haftka R (2006) Optimization with non-homogeneous failure criteria like Tsai-Wu for composite laminates. Struct Multidiscip Optim 32(3):183–190CrossRefMATH Groenwold A, Haftka R (2006) Optimization with non-homogeneous failure criteria like Tsai-Wu for composite laminates. Struct Multidiscip Optim 32(3):183–190CrossRefMATH
Zurück zum Zitat Hvejsel C, Lund E (2011) Material interpolation schemes for unified topology and multi-material optimization. Struct Multidiscip Optim 43(6):811–825CrossRefMATH Hvejsel C, Lund E (2011) Material interpolation schemes for unified topology and multi-material optimization. Struct Multidiscip Optim 43(6):811–825CrossRefMATH
Zurück zum Zitat Hvejsel C, Lund E, Stolpe M (2011) Optimization strategies for discrete multi-material stiffness optimization. Struct Multidiscip Optim 44(2):149–163CrossRef Hvejsel C, Lund E, Stolpe M (2011) Optimization strategies for discrete multi-material stiffness optimization. Struct Multidiscip Optim 44(2):149–163CrossRef
Zurück zum Zitat Kassapoglou C (2010) Design and analysis of composite structures: With applications to aerospace structures, vol 1. Wiley, New YorkCrossRef Kassapoglou C (2010) Design and analysis of composite structures: With applications to aerospace structures, vol 1. Wiley, New YorkCrossRef
Zurück zum Zitat Kennedy G, Martins J (2013) A laminate parametrization technique for discrete ply-angle problems with manufacturing constraints. Struct Multidiscip Optim 48(2):379–393MathSciNetCrossRef Kennedy G, Martins J (2013) A laminate parametrization technique for discrete ply-angle problems with manufacturing constraints. Struct Multidiscip Optim 48(2):379–393MathSciNetCrossRef
Zurück zum Zitat Kim C, Song S, Hwang W, Park H, Han K (1994) On the failure indices of quadratic failure criteria for optimal stacking sequence design of laminated plate. Appl Compos Mater 1(1):81–85CrossRef Kim C, Song S, Hwang W, Park H, Han K (1994) On the failure indices of quadratic failure criteria for optimal stacking sequence design of laminated plate. Appl Compos Mater 1(1):81–85CrossRef
Zurück zum Zitat Le C, Norato J, Bruns T, Ha C, Tortorelli D (2010) Stress-based topology optimization for continua. Struct Multidiscip Optim 41(4):605–620CrossRef Le C, Norato J, Bruns T, Ha C, Tortorelli D (2010) Stress-based topology optimization for continua. Struct Multidiscip Optim 41(4):605–620CrossRef
Zurück zum Zitat Le Riche R, Haftka RT (1993) Optimization of laminate stacking sequence for buckling load maximization by genetic algorithm. AIAA 31(5):951–956CrossRef Le Riche R, Haftka RT (1993) Optimization of laminate stacking sequence for buckling load maximization by genetic algorithm. AIAA 31(5):951–956CrossRef
Zurück zum Zitat Lindgaard E, Lund E (2010) Nonlinear buckling optimization of composite structures. Comput Methods Appl Mech Eng 199(37–40):2319–2330MathSciNetCrossRefMATH Lindgaard E, Lund E (2010) Nonlinear buckling optimization of composite structures. Comput Methods Appl Mech Eng 199(37–40):2319–2330MathSciNetCrossRefMATH
Zurück zum Zitat Liu B, Haftka RT, Akgün MA, Todoroki A (1999) Permutation genetic algorithm for stacking sequence design of composite laminates. Comput Methods Appl Mech Eng 186:357–372CrossRef Liu B, Haftka RT, Akgün MA, Todoroki A (1999) Permutation genetic algorithm for stacking sequence design of composite laminates. Comput Methods Appl Mech Eng 186:357–372CrossRef
Zurück zum Zitat Liu D, Toropov VV, Querin OM, Barton DC (2011) Bilevel optimization of blended composite wing panels. J Aircr 48(1): 107–118 Liu D, Toropov VV, Querin OM, Barton DC (2011) Bilevel optimization of blended composite wing panels. J Aircr 48(1): 107–118
Zurück zum Zitat Lund E (2009) Buckling topology optimization of laminated multi-material composite shell structures. Compos Struct 91(2):158–167CrossRef Lund E (2009) Buckling topology optimization of laminated multi-material composite shell structures. Compos Struct 91(2):158–167CrossRef
Zurück zum Zitat Lund E, Stegmann J (2005) On structural optimization of composite shell structures using a discrete constitutive parametrization. Wind Energy 8(1):109–124CrossRef Lund E, Stegmann J (2005) On structural optimization of composite shell structures using a discrete constitutive parametrization. Wind Energy 8(1):109–124CrossRef
Zurück zum Zitat Lund E, Sørensen R, Sørensen SN (2013) Multi-criteria multi-material topology optimization of laminated composite structures including local constraints. In: Book of Abstracts, 10th World Congress on Structural and Multidisciplinary, Optimization, Orlando, Florida, USA Lund E, Sørensen R, Sørensen SN (2013) Multi-criteria multi-material topology optimization of laminated composite structures including local constraints. In: Book of Abstracts, 10th World Congress on Structural and Multidisciplinary, Optimization, Orlando, Florida, USA
Zurück zum Zitat Niu B, Olhoff N, Lund E, Cheng G (2010) Discrete material optimization of vibrating laminated composite plates for minimum sound radiation. Int J Solids Struct 47(16):2097–2114CrossRef Niu B, Olhoff N, Lund E, Cheng G (2010) Discrete material optimization of vibrating laminated composite plates for minimum sound radiation. Int J Solids Struct 47(16):2097–2114CrossRef
Zurück zum Zitat Panda S, Natarajan R (1981) Analysis of laminated composite shell structures by finite element method. Comput Struct 14(3-4): 225–230CrossRefMATH Panda S, Natarajan R (1981) Analysis of laminated composite shell structures by finite element method. Comput Struct 14(3-4): 225–230CrossRefMATH
Zurück zum Zitat París J, Navarrina F, Colominas I, Casteleiro M (2010) Block aggregation of stress constraints in topology optimization of structures. Adv Eng Softw 41:433–441CrossRefMATH París J, Navarrina F, Colominas I, Casteleiro M (2010) Block aggregation of stress constraints in topology optimization of structures. Adv Eng Softw 41:433–441CrossRefMATH
Zurück zum Zitat Riche RL, Saouab A, Bréard J (2003) Coupled compression RTM and composite layup optimization. Compos Sci Technol 63(15): 2277–2287CrossRef Riche RL, Saouab A, Bréard J (2003) Coupled compression RTM and composite layup optimization. Compos Sci Technol 63(15): 2277–2287CrossRef
Zurück zum Zitat Seresta O, Gürdal Z, Adams DB, Watson LT (2007) Optimal design of composite wing structures with blended laminates. Compos Part B: Eng 38(4):469–480CrossRef Seresta O, Gürdal Z, Adams DB, Watson LT (2007) Optimal design of composite wing structures with blended laminates. Compos Part B: Eng 38(4):469–480CrossRef
Zurück zum Zitat 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
Zurück zum Zitat Sigmund O (2007) Morphology-based black and white filters for topology optimization. Struct Multidiscip Optim 33(4–5):401–424CrossRef Sigmund O (2007) Morphology-based black and white filters for topology optimization. Struct Multidiscip Optim 33(4–5):401–424CrossRef
Zurück zum Zitat Sørensen SN, Lund E (2013) Topology and thickness optimization of laminated composites including manufacturing constraints. Struct Multidiscip Optim 48(2):249–265MathSciNetCrossRef Sørensen SN, Lund E (2013) Topology and thickness optimization of laminated composites including manufacturing constraints. Struct Multidiscip Optim 48(2):249–265MathSciNetCrossRef
Zurück zum Zitat Sørensen SN, Sørensen R, Lund E (2014) DMTO - a method for discrete material and thickness optimization of laminated composite structures. Struct Multidiscip Optim 50(1):25–47CrossRef Sørensen SN, Sørensen R, Lund E (2014) DMTO - a method for discrete material and thickness optimization of laminated composite structures. Struct Multidiscip Optim 50(1):25–47CrossRef
Zurück zum Zitat Stegmann J, Lund E (2005) Discrete material optimization of general composite shell structures. Int J Numer Methods Eng 62(14):2009–2027CrossRefMATH Stegmann J, Lund E (2005) Discrete material optimization of general composite shell structures. Int J Numer Methods Eng 62(14):2009–2027CrossRefMATH
Zurück zum Zitat Stolpe M, Svanberg K (2001) An alternative interpolation scheme for minimum compliance topology optimization. Struct Multidiscip Optim 22(2):116–124CrossRef Stolpe M, Svanberg K (2001) An alternative interpolation scheme for minimum compliance topology optimization. Struct Multidiscip Optim 22(2):116–124CrossRef
Zurück zum Zitat Svanberg K (1987) The method of moving asymptotes - a new method for structural optimization. Int J Numer Methods Eng 24(2): 359–373CrossRef Svanberg K (1987) The method of moving asymptotes - a new method for structural optimization. Int J Numer Methods Eng 24(2): 359–373CrossRef
Zurück zum Zitat Svanberg K (2007) MMA and GCMMA - two methods for nonlinear optimization. Technical report Svanberg K (2007) MMA and GCMMA - two methods for nonlinear optimization. Technical report
Zurück zum Zitat Svanberg K, Svärd H (2013) Density filters for topology optimization based on the pythagorean means. Struct Multidiscip Optim 48(5):859–875MathSciNetCrossRef Svanberg K, Svärd H (2013) Density filters for topology optimization based on the pythagorean means. Struct Multidiscip Optim 48(5):859–875MathSciNetCrossRef
Zurück zum Zitat Toropov VV, Jones R, Willment T, Funnell M (2005) Weight and manufacturability optimization of composite aircraft components based on a genetic algorithm. In: Proceedings of 6th World Congress of Structural and Multidisciplinary Optimization (WCSMO), Rio de Janeiro, Brazil Toropov VV, Jones R, Willment T, Funnell M (2005) Weight and manufacturability optimization of composite aircraft components based on a genetic algorithm. In: Proceedings of 6th World Congress of Structural and Multidisciplinary Optimization (WCSMO), Rio de Janeiro, Brazil
Zurück zum Zitat Tsai SW, Wu EM (1971) A general theory of strength for anisotropic materials. Journal of Composite Materials 5(1):58–80CrossRef Tsai SW, Wu EM (1971) A general theory of strength for anisotropic materials. Journal of Composite Materials 5(1):58–80CrossRef
Zurück zum Zitat Wang F, Lazarov B, Sigmund O (2011) On projection methods, convergence and robust formulations in topology optimization. Struct Multidiscip Optim 43(6):767–784CrossRef Wang F, Lazarov B, Sigmund O (2011) On projection methods, convergence and robust formulations in topology optimization. Struct Multidiscip Optim 43(6):767–784CrossRef
Zurück zum Zitat Xu S, Cai Y, Cheng G (2010) Volume preserving nonlinear density filter based on heaviside functions. Struct Multidiscip Optim 41(4):495–505MathSciNetCrossRefMATH Xu S, Cai Y, Cheng G (2010) Volume preserving nonlinear density filter based on heaviside functions. Struct Multidiscip Optim 41(4):495–505MathSciNetCrossRefMATH
Zurück zum Zitat Zein S, Colson B, Grihon S (2012) A primal-dual backtracking optimization method for blended composite structures. Struct Multidiscip Optim 45(5):669–680MathSciNetCrossRef Zein S, Colson B, Grihon S (2012) A primal-dual backtracking optimization method for blended composite structures. Struct Multidiscip Optim 45(5):669–680MathSciNetCrossRef
Metadaten
Titel
Thickness filters for gradient based multi-material and thickness optimization of laminated composite structures
verfasst von
René Sørensen
Erik Lund
Publikationsdatum
01.08.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 2/2015
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-015-1230-3

Weitere Artikel der Ausgabe 2/2015

Structural and Multidisciplinary Optimization 2/2015 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.