Skip to main content

Homogenization of Random Heterogeneous Media with Inclusions of Arbitrary Shape

  • Conference paper
  • First Online:
Multiscale Modeling and Uncertainty Quantification of Materials and Structures

Abstract

In this paper, the effective properties of random heterogeneous (two-phase) media with arbitrarily shaped inclusions are computed in the framework of the extended finite element method (XFEM) coupled with Monte Carlo simulation (MCS). The implementation of XFEM is particularly suitable for this type of problems since there is no need to generate a new finite element mesh at each MCS. The inclusions are randomly distributed and oriented within the medium while their shape is implicitly modeled by the iso-zero of an analytically defined random level set function, which also serves as the enrichment function in the framework of XFEM. Homogenization is performed based on Hill’s energy condition and MCS. The homogenization involves the generation of a large number of random realizations of the microstructure geometry based on a given volume fraction of the inclusions and other parameters (shape, spatial distribution and orientation). The influence of the inclusion shape on the effective properties of the random media is highlighted. It is shown that the statistical characteristics of the effective properties can be significantly affected by the shape of the inclusions especially in the case of large volume fraction and stiffness ratio.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Belytschko T, Moës N, Usui S, Parimi C (2001) Arbitrary discontinuities in finite elements. Int J Numer Methods Eng 50(4):993–1013

    Article  MATH  Google Scholar 

  • Belytschko T, Gracie R, Ventura G (2009) A review of extended/generalized finite element methods for material modeling. Model Simul Mater Sci Eng 17(4):1–24

    MathSciNet  Google Scholar 

  • Charalambakis N (2010) Homogenization techniques and micromechanics: a survey and perspectives. Appl Mech Rev 63(3):803

    Article  MathSciNet  Google Scholar 

  • Clément A, Soize C, Yvonnet J (2013) Uncertainty quantification in computational stochastic multiscale analysis of nonlinear elastic materials. Comput Methods Appl Mech Eng 254:61–82

    Article  Google Scholar 

  • Diez P, Cottereau R, Zlotnik S (2013) A stable extended fem formulation for multi-phase problems enforcing the accuracy of the fluxes through lagrange multipliers. Int J Numer Methods Eng 96:303–322

    MathSciNet  Google Scholar 

  • Geers M, Kouznetsova V, Brekelmans W (2010) Multi-scale computational homogenization: trends and challenges. J Comput Appl Math 234(7):2175–2182

    Article  MATH  Google Scholar 

  • Greene MS, Xu H, Tang S, Chen W, Liu WK (2013) A generalized uncertainty propagation criterion from benchmark studies of microstructured material systems. Comput Methods Appl Mech Eng 254:271–291

    Article  MathSciNet  Google Scholar 

  • Hashin Z (1983) Analysis of composite materials: a survey. J Appl Mech 50(2):481–505

    Article  MATH  Google Scholar 

  • Hiriyur B, Waisman H, Deodatis G (2011) Uncertainty quantification in homogenization of heterogeneous microstructures modeled by XFEM. Int J Numer Methods Eng 88(3):257–278

    Article  MATH  MathSciNet  Google Scholar 

  • Kamiński M, Kleiber M (2000) Perturbation based stochastic finite element method for homogenization of two-phase elastic composites. Comput Struct 78(6):811–826

    Article  Google Scholar 

  • Krongauz Y, Belytschko T (1998) EFG approximation with discontinuous derivatives. Int J Numer Methods Eng 41(7):1215–1233

    Article  MATH  MathSciNet  Google Scholar 

  • Lang C, Doostan A, Maute K (2013) Extended stochastic fem for diffusion problems with uncertain material interfaces. Comput Mech 51:1031–1049

    Article  MATH  MathSciNet  Google Scholar 

  • Lian W, Legrain G, Cartraud P (2013) Image-based computational homogenization and localization: comparison between x-fem/levelset and voxel-based approaches. Comput Mech 51:279–293

    Article  MATH  MathSciNet  Google Scholar 

  • Ma J, Temizer I, Wriggers P (2011) Random homogenization analysis in linear elasticity based on analytical bounds and estimates. Int J Solids Struct 48(2):280–291

    Article  MATH  Google Scholar 

  • Miehe C, Koch A (2002) Computational micro-to-macro transitions of discretized microstructures undergoing small strains. Arch Appl Mech 72(4–5):300–317

    Article  MATH  Google Scholar 

  • Moës N, Cloirec M, Cartraud P, Remacle JF (2003) A computational approach to handle complex microstructure geometries. Comput Methods Appl Mech Eng 192(28):3163–3177

    Article  MATH  Google Scholar 

  • Moës N, Dolbow J, Belytschko T (1999) A finite element method for crack growth without remeshing. Int J Numer Methods Eng 46:131–150

    Article  MATH  Google Scholar 

  • Ostoja-Starzewski M, Wang X (1999) Stochastic finite elements as a bridge between random material microstructure and global response. Comput Methods Appl Mech Eng 168(1):35–49

    Article  MATH  Google Scholar 

  • Savvas D, Stefanou G, Papadrakakis M, Deodatis G (2014) Homogenization of random heterogeneous media with inclusions of arbitrary shape modelled by XFEM. Comput Mech (submitted)

    Google Scholar 

  • Sethian JA (1999) Level set methods and fast marching methods, evolving interfaces in computational geometry, fluid mechanics, computer vision, and materials science. Cambridge University Press, Cambridge/New York

    MATH  Google Scholar 

  • Stefanou G, Nouy A, Clement A (2009) Identification of random shapes from images through polynomial chaos expansion of random level set functions. Int J Numer Methods Eng 79(2):127–155

    Article  MATH  MathSciNet  Google Scholar 

  • Sukumar N, Chopp DL, Moës N, Belytschko T (2001) Modeling holes and inclusions by level sets in the extended finite-element method. Comput Methods Appl Mech Eng 190(46):6183–6200

    Article  MATH  Google Scholar 

  • Torquato S (2002) Random heterogeneous materials: microstructure and macroscopic properties. Springer, New York

    Book  Google Scholar 

  • Xu XF, Graham-Brady L (2005) A stochastic computational method for evaluation of global and local behavior of random elastic media. Comput Methods Appl Mech Eng 194(42):4362–4385

    Article  MATH  Google Scholar 

  • Yuan Z, Fish J (2008) Toward realization of computational homogenization in practice. Int J Numer Methods Eng 73(3):361–380

    Article  MATH  MathSciNet  Google Scholar 

  • Yvonnet J, Quang HL, He QC (2008) An XFEM/level set approach to modelling surface/interface effects and to computing the size-dependent effective properties of nanocomposites. Comput Mech 42(1):119–131

    Article  MATH  MathSciNet  Google Scholar 

Download references

Acknowledgements

This work is implemented within the framework of the research project “MICROLINK: Linking micromechanics-based properties with the stochastic finite element method: a challenge for multiscale modeling of heterogeneous materials and structures” – Action “Supporting Postdoctoral Researchers” of the Operational Program “Education and Lifelong Learning” (Action’s Beneficiary: General Secretariat for Research and Technology), and is co-financed by the European Social Fund (ESF) and the Greek State. The provided financial support is gratefully acknowledged. M. Papadrakakis acknowledges the support from the European Research Council Advanced Grant “MASTER–Mastering the computational challenges in numerical modeling and optimum design of CNT reinforced composites” (ERC-2011-ADG 20110209). Special thanks are also due to Professor Haim Waisman for providing the computer code of the XFEM model for inclusions of elliptical shape.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to George Stefanou .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Stefanou, G., Savvas, D., Papadrakakis, M., Deodatis, G. (2014). Homogenization of Random Heterogeneous Media with Inclusions of Arbitrary Shape. In: Papadrakakis, M., Stefanou, G. (eds) Multiscale Modeling and Uncertainty Quantification of Materials and Structures. Springer, Cham. https://doi.org/10.1007/978-3-319-06331-7_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-06331-7_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-06330-0

  • Online ISBN: 978-3-319-06331-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics