Skip to main content
Erschienen in: Structural and Multidisciplinary Optimization 3/2021

30.04.2021 | Research Paper

A subinterval dimension-wise method for robust topology optimization of structures with truss-like lattice material under unknown but bounded uncertainties

verfasst von: Dongliang Liu, Zhiping Qiu

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 3/2021

Einloggen

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

search-config
loading …

Abstract

The robust topology optimization of structures with truss-like lattice material under unknown but bounded uncertainties is studied in this paper. To consider the uncertainty of structures composed of truss-like lattice material during the production and service, a formulation of robust topology optimization is constructed, which takes into account the unknown but bounded uncertainties of both the magnitude and direction of load and the diameter of truss-like lattice material. Besides, the absolute robustness index and the relative robustness index are established to measure the robustness of the structure. By dividing the intervals of uncertain parameters, a method called the subinterval dimension-wise method is proposed to solve the difficulty of determining the response interval of structures caused by large uncertainty. Finally, two examples are given to illustrate the effectiveness of the proposed method and its applicability in complex structures, especially the structure with large uncertainty.

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 Andreassen E, Andreasen CS (2014) How to determine composite material properties using numerical homogenization. Comput Mater Sci 83:488–495CrossRef Andreassen E, Andreasen CS (2014) How to determine composite material properties using numerical homogenization. Comput Mater Sci 83:488–495CrossRef
Zurück zum Zitat Asadpoure A, Tootkaboni M, Guest JK (2011) Robust topology optimization of structures with uncertainties in stiffness – application to truss structures. Comput Struct 89:1131–1141CrossRef Asadpoure A, Tootkaboni M, Guest JK (2011) Robust topology optimization of structures with uncertainties in stiffness – application to truss structures. Comput Struct 89:1131–1141CrossRef
Zurück zum Zitat Bendsøe MP (1989) Optimal shape design as a material distribution problem. Struct Optim 1:193–202CrossRef Bendsøe MP (1989) Optimal shape design as a material distribution problem. Struct Optim 1:193–202CrossRef
Zurück zum Zitat Bendsøe MP, Sigmund O (1999) Material interpolation schemes in topology optimization. Arch Appl Mech 69:635–654MATHCrossRef Bendsøe MP, Sigmund O (1999) Material interpolation schemes in topology optimization. Arch Appl Mech 69:635–654MATHCrossRef
Zurück zum Zitat Ben-Haim Y (1994) A non-probabilistic concept of reliability. Struct Saf 14:227–245CrossRef Ben-Haim Y (1994) A non-probabilistic concept of reliability. Struct Saf 14:227–245CrossRef
Zurück zum Zitat Deshpande VS, Fleck NA, Ashby MF (2001) Effective properties of the octet-truss lattice material. J Mech Phys Solids 49:1747–1769MATHCrossRef Deshpande VS, Fleck NA, Ashby MF (2001) Effective properties of the octet-truss lattice material. J Mech Phys Solids 49:1747–1769MATHCrossRef
Zurück zum Zitat Doltsinis I, Zhan K (2004) Robust design of structures using optimization methods. Comput Methods Appl Mech Eng 193:2221–2237MATHCrossRef Doltsinis I, Zhan K (2004) Robust design of structures using optimization methods. Comput Methods Appl Mech Eng 193:2221–2237MATHCrossRef
Zurück zum Zitat Dunning PD, Kim HA (2013) Robust topology optimization: minimization of expected and variance of compliance. AIAA J 51:2656–2664CrossRef Dunning PD, Kim HA (2013) Robust topology optimization: minimization of expected and variance of compliance. AIAA J 51:2656–2664CrossRef
Zurück zum Zitat Dunning PD, Kim HA, Mullineux G (2011) Introducing loading uncertainty in topology optimization. AIAA J 49:760–768CrossRef Dunning PD, Kim HA, Mullineux G (2011) Introducing loading uncertainty in topology optimization. AIAA J 49:760–768CrossRef
Zurück zum Zitat Elishakoff I (1998) Three versions of the finite element method based on concepts of either stochasticity, fuzziness, or anti-optimization. Appl Mech Rev 51:209–218CrossRef Elishakoff I (1998) Three versions of the finite element method based on concepts of either stochasticity, fuzziness, or anti-optimization. Appl Mech Rev 51:209–218CrossRef
Zurück zum Zitat Guo X, Zhang W, Zhang L (2013) Robust structural topology optimization considering boundary uncertainties. Comput Methods Appl Mech Eng 253:356–368MathSciNetMATHCrossRef Guo X, Zhang W, Zhang L (2013) Robust structural topology optimization considering boundary uncertainties. Comput Methods Appl Mech Eng 253:356–368MathSciNetMATHCrossRef
Zurück zum Zitat Guo X, Zhang W, Zhong W (2014) Doing topology optimization explicitly and geometrically—a new moving morphable components based framework. J Appl Mech 81(8) Guo X, Zhang W, Zhong W (2014) Doing topology optimization explicitly and geometrically—a new moving morphable components based framework. J Appl Mech 81(8)
Zurück zum Zitat Guo X, Zhao X, Zhang W, Yan J, Sun G (2015) Multi-scale robust design and optimization considering load uncertainties. Comput Methods Appl Mech Eng 283:994–1009MathSciNetMATHCrossRef Guo X, Zhao X, Zhang W, Yan J, Sun G (2015) Multi-scale robust design and optimization considering load uncertainties. Comput Methods Appl Mech Eng 283:994–1009MathSciNetMATHCrossRef
Zurück zum Zitat Huang X, Zhou SW, Xie YM, Li Q (2013) Topology optimization of microstructures of cellular materials and composites for macrostructures. Comput Mater Sci 67:397–407CrossRef Huang X, Zhou SW, Xie YM, Li Q (2013) Topology optimization of microstructures of cellular materials and composites for macrostructures. Comput Mater Sci 67:397–407CrossRef
Zurück zum Zitat Jiang C, Bi RG, Lu GY, Han X (2013) Structural reliability analysis using non-probabilistic convex model. Comput Methods Appl Mech Eng 254:83–98MathSciNetMATHCrossRef Jiang C, Bi RG, Lu GY, Han X (2013) Structural reliability analysis using non-probabilistic convex model. Comput Methods Appl Mech Eng 254:83–98MathSciNetMATHCrossRef
Zurück zum Zitat Kang Z, Luo Y (2009) Non-probabilistic reliability-based topology optimization of geometrically nonlinear structures using convex models. Comput Methods Appl Mech Eng 198:3228–3238MathSciNetMATHCrossRef Kang Z, Luo Y (2009) Non-probabilistic reliability-based topology optimization of geometrically nonlinear structures using convex models. Comput Methods Appl Mech Eng 198:3228–3238MathSciNetMATHCrossRef
Zurück zum Zitat Kharmanda G, Olhoff N, Mohamed A, Lemaire M (2004) Reliability-based topology optimization. Struct Multidiscip Optim 26:295–307CrossRef Kharmanda G, Olhoff N, Mohamed A, Lemaire M (2004) Reliability-based topology optimization. Struct Multidiscip Optim 26:295–307CrossRef
Zurück zum Zitat 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 2:96–107CrossRef 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 2:96–107CrossRef
Zurück zum Zitat Liu J, Gea HC (2018) Robust topology optimization under multiple independent unknown-but-bounded loads. Comput Methods Appl Mech Eng 329:464–479MathSciNetMATHCrossRef Liu J, Gea HC (2018) Robust topology optimization under multiple independent unknown-but-bounded loads. Comput Methods Appl Mech Eng 329:464–479MathSciNetMATHCrossRef
Zurück zum Zitat Luo Y, Kang Z, Yue Z (2012) Maximal stiffness design of two-material structures by topology optimization with nonprobabilistic reliability. AIAA J 50:1993–2003CrossRef Luo Y, Kang Z, Yue Z (2012) Maximal stiffness design of two-material structures by topology optimization with nonprobabilistic reliability. AIAA J 50:1993–2003CrossRef
Zurück zum Zitat Park SI, Rosen DW, Choi SK, Duty CE (2014) Effective mechanical properties of lattice material fabricated by material extrusion additive manufacturing ☆. Addit Manuf 1-4:12–23 Park SI, Rosen DW, Choi SK, Duty CE (2014) Effective mechanical properties of lattice material fabricated by material extrusion additive manufacturing ☆. Addit Manuf 1-4:12–23
Zurück zum Zitat Peng X, Li J, Jiang S, Liu Z (2018) Robust topology optimization of continuum structures with loading uncertainty using a perturbation method. Eng Optim 50:584–598MathSciNetCrossRef Peng X, Li J, Jiang S, Liu Z (2018) Robust topology optimization of continuum structures with loading uncertainty using a perturbation method. Eng Optim 50:584–598MathSciNetCrossRef
Zurück zum Zitat Qiu Z (2003) Comparison of static response of structures using convex models and interval analysis method. Int J Numer Methods Eng 56:1735–1753MATHCrossRef Qiu Z (2003) Comparison of static response of structures using convex models and interval analysis method. Int J Numer Methods Eng 56:1735–1753MATHCrossRef
Zurück zum Zitat Qiu Z, Elishakoff I (1998) Antioptimization of structures with large uncertain-but-non-random parameters via interval analysis. Comput Methods Appl Mech Eng 152:361–372MATHCrossRef Qiu Z, Elishakoff I (1998) Antioptimization of structures with large uncertain-but-non-random parameters via interval analysis. Comput Methods Appl Mech Eng 152:361–372MATHCrossRef
Zurück zum Zitat Qiu ZP, Wang L (2016) The need for introduction of non-probabilistic interval conceptions into structural analysis and design. Sci China Phys Mech Astron 59:114632CrossRef Qiu ZP, Wang L (2016) The need for introduction of non-probabilistic interval conceptions into structural analysis and design. Sci China Phys Mech Astron 59:114632CrossRef
Zurück zum Zitat Qiu Z, Liu D, Wang L, Xia H (2019) Scale-span stress-constrained topology optimization for continuum structures integrating truss-like microstructures and solid material. Comput Methods Appl Mech Eng 355:900–925MathSciNetMATHCrossRef Qiu Z, Liu D, Wang L, Xia H (2019) Scale-span stress-constrained topology optimization for continuum structures integrating truss-like microstructures and solid material. Comput Methods Appl Mech Eng 355:900–925MathSciNetMATHCrossRef
Zurück zum Zitat Rozvany GIN, Zhou M, Birker T (1992) Generalized shape optimization without homogenization. Structural Optimization 4:250–252CrossRef Rozvany GIN, Zhou M, Birker T (1992) Generalized shape optimization without homogenization. Structural Optimization 4:250–252CrossRef
Zurück zum Zitat Schevenels M, Lazarov BS, Sigmund O (2015) Robust topology optimization accounting for spatially varying manufacturing errors. Comput Methods Appl Mech Eng 200:3613–3627MATHCrossRef Schevenels M, Lazarov BS, Sigmund O (2015) Robust topology optimization accounting for spatially varying manufacturing errors. Comput Methods Appl Mech Eng 200:3613–3627MATHCrossRef
Zurück zum Zitat Svanberg K (1987) The method of moving asymptotes—a new method for structural optimization. Int J Numer Methods Eng 24:359–373MathSciNetMATHCrossRef Svanberg K (1987) The method of moving asymptotes—a new method for structural optimization. Int J Numer Methods Eng 24:359–373MathSciNetMATHCrossRef
Zurück zum Zitat Taguchi G (1993) Robust technology development. Mech Eng-CIME 115:60–63 Taguchi G (1993) Robust technology development. Mech Eng-CIME 115:60–63
Zurück zum Zitat Tootkaboni M, Asadpoure A, Guest JK (2012) Topology optimization of continuum structures under uncertainty–a polynomial chaos approach. Comput Methods Appl Mech Eng 201:263–275MathSciNetMATHCrossRef Tootkaboni M, Asadpoure A, Guest JK (2012) Topology optimization of continuum structures under uncertainty–a polynomial chaos approach. Comput Methods Appl Mech Eng 201:263–275MathSciNetMATHCrossRef
Zurück zum Zitat Wang L, Liu Y (2020) A novel method of distributed dynamic load identification for aircraft structure considering multi-source uncertainties. Struct Multidiscip Optim 61(5):1929–1952 Wang L, Liu Y (2020) A novel method of distributed dynamic load identification for aircraft structure considering multi-source uncertainties. Struct Multidiscip Optim 61(5):1929–1952
Zurück zum Zitat Wang C, Qiu Z (2016) Subinterval perturbation methods for uncertain temperature field prediction with large fuzzy parameters. Int J Therm Sci 100:381–390CrossRef Wang C, Qiu Z (2016) Subinterval perturbation methods for uncertain temperature field prediction with large fuzzy parameters. Int J Therm Sci 100:381–390CrossRef
Zurück zum Zitat Wang F, Lazarov BS, Sigmund O (2011) On projection methods, convergence and robust formulations in topology optimization. Springer-Verlag New York, Inc., New YorkMATHCrossRef Wang F, Lazarov BS, Sigmund O (2011) On projection methods, convergence and robust formulations in topology optimization. Springer-Verlag New York, Inc., New YorkMATHCrossRef
Zurück zum Zitat Wang X, Wang L, Qiu Z (2014) A feasible implementation procedure for interval analysis method from measurement data. Appl Math Model 38:2377–2397MathSciNetMATHCrossRef Wang X, Wang L, Qiu Z (2014) A feasible implementation procedure for interval analysis method from measurement data. Appl Math Model 38:2377–2397MathSciNetMATHCrossRef
Zurück zum Zitat Wang L, Liu D, Yang Y, Wang X, Qiu Z (2017a) A novel method of non-probabilistic reliability-based topology optimization corresponding to continuum structures with unknown but bounded uncertainties. Comput Methods Appl Mech Eng 326:573–595MathSciNetMATHCrossRef Wang L, Liu D, Yang Y, Wang X, Qiu Z (2017a) A novel method of non-probabilistic reliability-based topology optimization corresponding to continuum structures with unknown but bounded uncertainties. Comput Methods Appl Mech Eng 326:573–595MathSciNetMATHCrossRef
Zurück zum Zitat Wang X, Geng X, Wang L, Wang R, Shi Q (2017b) Motion error based robust topology optimization for compliant mechanisms under material dispersion and uncertain forces. Struct Multidiscip Optim 57(6):2161–2175 Wang X, Geng X, Wang L, Wang R, Shi Q (2017b) Motion error based robust topology optimization for compliant mechanisms under material dispersion and uncertain forces. Struct Multidiscip Optim 57(6):2161–2175
Zurück zum Zitat Wang L, Xia H, Yang Y, Cai Y, Qiu Z (2018a) A novel approach of reliability-based topology optimization for continuum structures under interval uncertainties. Rapid Prototyp J 25(9):1455–1474 Wang L, Xia H, Yang Y, Cai Y, Qiu Z (2018a) A novel approach of reliability-based topology optimization for continuum structures under interval uncertainties. Rapid Prototyp J 25(9):1455–1474
Zurück zum Zitat Wang L, Cai Y, Liu D (2018b) Multiscale reliability-based topology optimization methodology for truss-like microstructures with unknown-but-bounded uncertainties. Comput Methods Appl Mech Eng 339:358–388MathSciNetMATHCrossRef Wang L, Cai Y, Liu D (2018b) Multiscale reliability-based topology optimization methodology for truss-like microstructures with unknown-but-bounded uncertainties. Comput Methods Appl Mech Eng 339:358–388MathSciNetMATHCrossRef
Zurück zum Zitat Wang L, Xiong C, Wang X, Xu M, Li Y (2018c) A dimension-wise method and its improvement for multidisciplinary interval uncertainty analysis. Appl Math Model 59:680–695MathSciNetMATHCrossRef Wang L, Xiong C, Wang X, Xu M, Li Y (2018c) A dimension-wise method and its improvement for multidisciplinary interval uncertainty analysis. Appl Math Model 59:680–695MathSciNetMATHCrossRef
Zurück zum Zitat Wang X, Ren Q, Chen W, Liu Y, Wang L, Ding X (2019a) Structural design optimization based on the moving baseline strategy. Acta Mech Solida Sin 33(3):307–326 Wang X, Ren Q, Chen W, Liu Y, Wang L, Ding X (2019a) Structural design optimization based on the moving baseline strategy. Acta Mech Solida Sin 33(3):307–326
Zurück zum Zitat Wang L, Wang X, Li Y, Hu J (2019b) A non-probabilistic time-variant reliable control method for structural vibration suppression problems with interval uncertainties. Mech Syst Signal Process 115:301–322CrossRef Wang L, Wang X, Li Y, Hu J (2019b) A non-probabilistic time-variant reliable control method for structural vibration suppression problems with interval uncertainties. Mech Syst Signal Process 115:301–322CrossRef
Zurück zum Zitat Wang L, Liu Y, Liu Y (2019c) An inverse method for distributed dynamic load identification of structures with interval uncertainties. Adv Eng Softw 131:77–89CrossRef Wang L, Liu Y, Liu Y (2019c) An inverse method for distributed dynamic load identification of structures with interval uncertainties. Adv Eng Softw 131:77–89CrossRef
Zurück zum Zitat Wang X, Luo Z, Geng X (2020) Experimental verification of robust topology optimization for compliant mechanism. Rapid Prototyp J 26(9):1485–1502 Wang X, Luo Z, Geng X (2020) Experimental verification of robust topology optimization for compliant mechanism. Rapid Prototyp J 26(9):1485–1502
Zurück zum Zitat Wu J, Luo Z, Zhang N, Zhang Y (2015) A new uncertain analysis method and its application in vehicle dynamics. Mech Syst Signal Process 50:659–675CrossRef Wu J, Luo Z, Zhang N, Zhang Y (2015) A new uncertain analysis method and its application in vehicle dynamics. Mech Syst Signal Process 50:659–675CrossRef
Zurück zum Zitat Xia B, Yu D (2012) Modified sub-interval perturbation finite element method for 2D acoustic field prediction with large uncertain-but-bounded parameters. J Sound Vib 331:3774–3790CrossRef Xia B, Yu D (2012) Modified sub-interval perturbation finite element method for 2D acoustic field prediction with large uncertain-but-bounded parameters. J Sound Vib 331:3774–3790CrossRef
Zurück zum Zitat Xia B, Yu D, Liu J (2013) Interval and subinterval perturbation methods for a structural-acoustic system with interval parameters. J Fluids Struct 38:146–163CrossRef Xia B, Yu D, Liu J (2013) Interval and subinterval perturbation methods for a structural-acoustic system with interval parameters. J Fluids Struct 38:146–163CrossRef
Zurück zum Zitat Xiong C, Wang L, Liu G, Shi Q (2019) An iterative dimension-by-dimension method for structural interval response prediction with multidimensional uncertain variables. Aerosp Sci Technol 86:572–581CrossRef Xiong C, Wang L, Liu G, Shi Q (2019) An iterative dimension-by-dimension method for structural interval response prediction with multidimensional uncertain variables. Aerosp Sci Technol 86:572–581CrossRef
Zurück zum Zitat Xu M, Qiu Z (2014) A dimension-wise method for the static analysis of structures with interval parameters. Sci China Phys Mech Astron 57:1934–1945CrossRef Xu M, Qiu Z (2014) A dimension-wise method for the static analysis of structures with interval parameters. Sci China Phys Mech Astron 57:1934–1945CrossRef
Zurück zum Zitat Zhang X, He J, Takezawa A, Kang Z (2018) Robust topology optimization of phononic crystals with random field uncertainty. Int J Numer Methods Eng 115:1154–1173MathSciNetCrossRef Zhang X, He J, Takezawa A, Kang Z (2018) Robust topology optimization of phononic crystals with random field uncertainty. Int J Numer Methods Eng 115:1154–1173MathSciNetCrossRef
Zurück zum Zitat Zhao J, Wang C (2014a) Robust structural topology optimization under random field loading uncertainty. Struct Multidiscip Optim 50:517–522MathSciNetCrossRef Zhao J, Wang C (2014a) Robust structural topology optimization under random field loading uncertainty. Struct Multidiscip Optim 50:517–522MathSciNetCrossRef
Zurück zum Zitat Zhao J, Wang C (2014b) Robust topology optimization under loading uncertainty based on linear elastic theory and orthogonal diagonalization of symmetric matrices. Comput Methods Appl Mech Eng 273:204–218MathSciNetMATHCrossRef Zhao J, Wang C (2014b) Robust topology optimization under loading uncertainty based on linear elastic theory and orthogonal diagonalization of symmetric matrices. Comput Methods Appl Mech Eng 273:204–218MathSciNetMATHCrossRef
Metadaten
Titel
A subinterval dimension-wise method for robust topology optimization of structures with truss-like lattice material under unknown but bounded uncertainties
verfasst von
Dongliang Liu
Zhiping Qiu
Publikationsdatum
30.04.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 3/2021
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-021-02911-5

Weitere Artikel der Ausgabe 3/2021

Structural and Multidisciplinary Optimization 3/2021 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.