Automated simulation of voxel-based microstructures based on enhanced finite cell approach

A new and efficient method is proposed for the decomposition of finite elements into finite subcells, which are used to obtain an integration scheme allowing to analyse complex microstructure morphologies in regular finite element discretizations. Since the geometry data of reconstructed microstructures are often given as voxel data, it is reasonable to exploit the special properties of the given data when constructing the subcells, i.e. the perpendicularly cornered shape of the constituent interfaces at the microscale. Thus, in order to obtain a more efficient integration scheme, the proposed method aims to construct a significantly reduced number of subcells by aggregating as much voxels as possible to larger cuboids. The resulting methods are analysed and compared with the conventional Octree algorithm. Eventually, the proposed optimal decomposition method is used for a virtual tension test on a reconstructed three-dimensional microstructure of a dual-phase steel, which is afterwards compared to real experimental data.

[1]  J. Schröder A numerical two-scale homogenization scheme: the FE 2 -method , 2014 .

[2]  M. Calcagnotto,et al.  Orientation gradients and geometrically necessary dislocations in ultrafine grained dual-phase steels studied by 2D and 3D EBSD , 2010 .

[3]  Ernst Rank,et al.  An efficient integration technique for the voxel‐based finite cell method , 2012 .

[4]  J. Schröder,et al.  Computational homogenization analysis in finite plasticity Simulation of texture development in polycrystalline materials , 1999 .

[5]  O. Bouaziz,et al.  The influence of microstructure and composition on the plastic behaviour of dual-phase steels , 2014 .

[6]  R. G. Davies Influence of martensite composition and content on the properties of dual phase steels , 1978 .

[7]  F. Feyel A multilevel finite element method (FE2) to describe the response of highly non-linear structures using generalized continua , 2003 .

[8]  W. Brekelmans,et al.  Prediction of the mechanical behavior of nonlinear heterogeneous systems by multi-level finite element modeling , 1998 .

[9]  Sangho Kim,et al.  Effects of martensite morphology and volume fraction on quasi-static and dynamic deformation behavior of dual-phase steels , 2000 .

[10]  Dominik Schillinger,et al.  The Finite Cell Method: A Review in the Context of Higher-Order Structural Analysis of CAD and Image-Based Geometric Models , 2015 .

[11]  N. Kikuchi,et al.  Macro and micro scale modeling of thermal residual stresses in metal matrix composite surface layers by the homogenization method , 1997 .

[12]  J. Chaboche,et al.  FE2 multiscale approach for modelling the elastoviscoplastic behaviour of long fibre SiC/Ti composite materials , 2000 .

[13]  Daniel Balzani,et al.  Construction of two- and three-dimensional statistically similar RVEs for coupled micro-macro simulations , 2014 .

[14]  A. Rollett,et al.  Modeling the viscoplastic micromechanical response of two-phase materials using Fast Fourier Transforms , 2011 .

[15]  Ernst Rank,et al.  Smart octrees: Accurately integrating discontinuous functions in 3D , 2016 .

[16]  R. Glowinski,et al.  Distributed Lagrange multipliers based on fictitious domain method for second order elliptic problems , 2007 .

[17]  Ernst Rank,et al.  Numerical integration of discontinuous functions: moment fitting and smart octree , 2017 .

[18]  D. Raabe,et al.  Three-Dimensional Orientation Microscopy in a Focused Ion Beam–Scanning Electron Microscope: A New Dimension of Microstructure Characterization , 2008 .

[19]  Daniel Balzani,et al.  Construction of Statistically Similar RVEs , 2015 .

[20]  Hervé Moulinec,et al.  A numerical method for computing the overall response of nonlinear composites with complex microstructure , 1998, ArXiv.

[21]  P. Angot,et al.  A Fictitious domain approach with spread interface for elliptic problems with general boundary conditions , 2007 .

[22]  Joseph E. Bishop,et al.  Rapid stress analysis of geometrically complex domains using implicit meshing , 2003 .

[23]  James A. Nemes,et al.  Micromechanical modeling of dual phase steels , 2003 .

[24]  Daniel Balzani,et al.  Quantification of uncertain macroscopic material properties resulting from variations of microstructure morphology based on statistically similar volume elements: application to dual-phase steel microstructures , 2019, Computational Mechanics.

[25]  Dierk Raabe,et al.  Computational modeling of dual-phase steels based on representative three-dimensional microstructures obtained from EBSD data , 2016 .

[26]  M. Diehl,et al.  A spectral method solution to crystal elasto-viscoplasticity at finite strains , 2013 .

[27]  Frédéric Feyel,et al.  Multiscale FE2 elastoviscoplastic analysis of composite structures , 1999 .

[28]  Ernst Rank,et al.  The finite cell method for three-dimensional problems of solid mechanics , 2008 .

[29]  Klaus Hackl,et al.  Analysis and Computation of Microstructure in Finite Plasticity , 2015 .

[30]  Konrad Schneider,et al.  Automatic three-dimensional geometry and mesh generation of periodic representative volume elements for matrix-inclusion composites , 2016, Adv. Eng. Softw..

[31]  J. C. Simo,et al.  Algorithms for static and dynamic multiplicative plasticity that preserve the classical return mapping schemes of the infinitesimal theory , 1992 .

[32]  Alexander Düster,et al.  Numerical integration of discontinuities on arbitrary domains based on moment fitting , 2016, Computational Mechanics.

[33]  Ernst Rank,et al.  Finite cell method , 2007 .