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Erschienen in: Computational Mechanics 6/2014

01.12.2014 | Original Paper

Efficient fixed point and Newton–Krylov solvers for FFT-based homogenization of elasticity at large deformations

verfasst von: Matthias Kabel, Thomas Böhlke, Matti Schneider

Erschienen in: Computational Mechanics | Ausgabe 6/2014

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Abstract

In recent years the FFT-based homogenization method of Moulinec and Suquet has been established as a fast, accurate and robust tool for obtaining effective properties in linear elasticity and conductivity problems. In this work we discuss FFT-based homogenization for elastic problems at large deformations, with a focus on the following improvements. Firstly, we exhibit the fixed point method introduced by Moulinec and Suquet for small deformations as a gradient descent method. Secondly, we propose a Newton–Krylov method for large deformations. We give an example for which this methods needs approximately 20 times less iterations than Newton’s method using linear fixed point solvers and roughly \(100\) times less iterations than the nonlinear fixed point method. However, the Newton–Krylov method requires 4 times more storage than the nonlinear fixed point scheme. Exploiting the special structure we introduce a memory-efficient version with 40 % memory saving. Thirdly, we give an analytical solution for the micromechanical solution field of a two-phase isotropic St.Venant–Kirchhoff laminate. We use this solution for comparison and validation, but it is of independent interest. As an example for a microstructure relevant in engineering we discuss finally the application of the FFT-based method to glass fiber reinforced polymer structures.

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Fußnoten
3
It is possible to work with three deformation gradients but only at the expense of two matrix operations per iteration.
 
4
One should not confuse the position variable \(X\) with the solution vector \(X\) from (38).
 
Literatur
5.
Zurück zum Zitat Boyd JP (1989) Chebyshev and Fourier spectral methods. Springer-Verlag, Berlin Boyd JP (1989) Chebyshev and Fourier spectral methods. Springer-Verlag, Berlin
6.
Zurück zum Zitat Braess D (2007) Finite elements: theory. Fast solvers and applications in solid mechanics. Cambridge University Press, CambridgeCrossRef Braess D (2007) Finite elements: theory. Fast solvers and applications in solid mechanics. Cambridge University Press, CambridgeCrossRef
7.
Zurück zum Zitat Brighi B, Bousselsal M (1995) On the rank-one-convexity domain of the Saint Venant-Kirchhoff stored energy function. Rendiconti del Seminario Matematico della Università di Padova 94, 25–45. URL http://eudml.org/doc/108375 Brighi B, Bousselsal M (1995) On the rank-one-convexity domain of the Saint Venant-Kirchhoff stored energy function. Rendiconti del Seminario Matematico della Università di Padova 94, 25–45. URL http://​eudml.​org/​doc/​108375
10.
Zurück zum Zitat Castañeda PP (1996) Exact second-order estimates for the effective mechanical properties of nonlinear composite materials. J Mech Phys Solids 44(6):827–862CrossRefMATHMathSciNet Castañeda PP (1996) Exact second-order estimates for the effective mechanical properties of nonlinear composite materials. J Mech Phys Solids 44(6):827–862CrossRefMATHMathSciNet
11.
Zurück zum Zitat Castañeda PP, Suquet P (1998) Nonlinear composites. Adv Appl Mech 34(998):171–302 Castañeda PP, Suquet P (1998) Nonlinear composites. Adv Appl Mech 34(998):171–302
12.
Zurück zum Zitat Ciarlet PG (1988) Mathematical elasticity: three-dimensional elasticity, vol I. Elsevier, AmsterdamMATH Ciarlet PG (1988) Mathematical elasticity: three-dimensional elasticity, vol I. Elsevier, AmsterdamMATH
14.
Zurück zum Zitat Eyre DJ, Milton GW (1999) A fast numerical scheme for computing the response of composites using grid refinement. Eur Phys J 6(01):41–47 Eyre DJ, Milton GW (1999) A fast numerical scheme for computing the response of composites using grid refinement. Eur Phys J 6(01):41–47
18.
19.
Zurück zum Zitat Hill R (1972) On constitutive macro-variables for heterogeneous solids at finite strain. Proc R Soc Lond A 326:131–147CrossRefMATH Hill R (1972) On constitutive macro-variables for heterogeneous solids at finite strain. Proc R Soc Lond A 326:131–147CrossRefMATH
20.
Zurück zum Zitat Johnson SG, Frigo M (2007) A modified split-radix FFT with fewer arithmetic operations. Signal Process IEEE Trans on 55(1):111–119 Johnson SG, Frigo M (2007) A modified split-radix FFT with fewer arithmetic operations. Signal Process IEEE Trans on 55(1):111–119
21.
Zurück zum Zitat Kocks UF, Tome CN, Wenk HR (1998) Texture and anisotropy: preferred orientations in polycrystals and their effect on materials properties. Cambridge University Press, CambridgeMATH Kocks UF, Tome CN, Wenk HR (1998) Texture and anisotropy: preferred orientations in polycrystals and their effect on materials properties. Cambridge University Press, CambridgeMATH
23.
26.
Zurück zum Zitat Michel JC, Moulinec H, Suquet P (2001) A computational scheme for linear and non-linear composites with arbitrary phase contrast. Int J Numer Methods Eng 52(12):139–160. doi:10.1002/nme.275 CrossRef Michel JC, Moulinec H, Suquet P (2001) A computational scheme for linear and non-linear composites with arbitrary phase contrast. Int J Numer Methods Eng 52(12):139–160. doi:10.​1002/​nme.​275 CrossRef
27.
28.
30.
Zurück zum Zitat Moulinec H, Suquet P (1994) A fast numerical method for computing the linear and nonlinear mechanical properties of composites. Comptes Rendus de l’Académie des Sciences. Série II, Mécanique, Physique, Chimie, Astronomie 318(11):1417–1423MATH Moulinec H, Suquet P (1994) A fast numerical method for computing the linear and nonlinear mechanical properties of composites. Comptes Rendus de l’Académie des Sciences. Série II, Mécanique, Physique, Chimie, Astronomie 318(11):1417–1423MATH
33.
Zurück zum Zitat Mura T (1987) Micromechanics of defects in solids. Mechanics of elastic and inelastic solids, 2nd edn. Martinus Nijhoff Publishers, Dordrecht Mura T (1987) Micromechanics of defects in solids. Mechanics of elastic and inelastic solids, 2nd edn. Martinus Nijhoff Publishers, Dordrecht
34.
Zurück zum Zitat Nemat-Nasser S (1993) Micromechanics: overall properties of heterogeneous materials, North-Holland series in applied mathematics and mechanics. Elsevier Science Publishers B.V, Amsterdam Nemat-Nasser S (1993) Micromechanics: overall properties of heterogeneous materials, North-Holland series in applied mathematics and mechanics. Elsevier Science Publishers B.V, Amsterdam
36.
Zurück zum Zitat Ortega JM, Rheinboldt W (1970) Iterative solution of nonlinear equations in several variables. Academic Press, New YorkMATH Ortega JM, Rheinboldt W (1970) Iterative solution of nonlinear equations in several variables. Academic Press, New YorkMATH
40.
Zurück zum Zitat Šilhavý M (1997) The mechanics and thermodynamics of continuous media. Springer, New YorkMATH Šilhavý M (1997) The mechanics and thermodynamics of continuous media. Springer, New YorkMATH
45.
Zurück zum Zitat Vondrejc J, Zeman J, Marek I (2011) Analysis of a fast Fourier transform based method for modeling of heterogeneous materials. In: Lirkov I, Margenov S, Wasniewski J (eds) LSSC Lecture Notes Computer Science. Springer, Berlin, pp 515–522. doi:10.1007/978-3-642-29843-1_58 Vondrejc J, Zeman J, Marek I (2011) Analysis of a fast Fourier transform based method for modeling of heterogeneous materials. In: Lirkov I, Margenov S, Wasniewski J (eds) LSSC Lecture Notes Computer Science. Springer, Berlin, pp 515–522. doi:10.​1007/​978-3-642-29843-1_​58
46.
Zurück zum Zitat Vondřejc J (2013) FFT-based method for homogenization of periodic media: theory and applications. Ph.D. thesis, Department of Mechanics, Faculty of Civil Engineering, Czech Technical University, Czech Republic, Prague (2013). Vondřejc J (2013) FFT-based method for homogenization of periodic media: theory and applications. Ph.D. thesis, Department of Mechanics, Faculty of Civil Engineering, Czech Technical University, Czech Republic, Prague (2013).
Metadaten
Titel
Efficient fixed point and Newton–Krylov solvers for FFT-based homogenization of elasticity at large deformations
verfasst von
Matthias Kabel
Thomas Böhlke
Matti Schneider
Publikationsdatum
01.12.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Computational Mechanics / Ausgabe 6/2014
Print ISSN: 0178-7675
Elektronische ISSN: 1432-0924
DOI
https://doi.org/10.1007/s00466-014-1071-8

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