Optimizing fiber orientation in fiber-reinforced materials using efficient upscaling

We present an efficient algorithm to find an optimal fiber orientation in composite materials. Within a two-scale setting fiber orientation is regarded as a function in space on the macrolevel. The optimization problem is formulated within a function space setting which makes the imposition of smoothness requirements straightforward and allows for rather general convex objective functionals. We show the existence of a global optimum in the Sobolev space H1(Ω). The algorithm we use is a one level optimization algorithm which optimizes with respect to the fiber orientation directly. The costly solve of a big number of microlevel problems is avoided using coordinate transformation formulas. We use an adjoint-based gradient type algorithm, but generalizations to higher-order schemes are straightforward. The algorithm is tested for a prototypical numerical example and its behaviour with respect to mesh independence and dependence on the regularization parameter is studied.

[1]  Martin Rumpf,et al.  Risk averse elastic shape optimization with parametrized fine scale geometry , 2012, Mathematical Programming.

[2]  Stefan Ulbrich,et al.  Optimization with PDE Constraints , 2008, Mathematical modelling.

[3]  A. Kröner,et al.  A priori error estimates for elliptic optimal control problems with a bilinear state equation , 2009 .

[4]  J. Kardos Critical issues in achieving desirable mechanical properties for short fiber composites , 1985 .

[5]  R. Christensen,et al.  Mechanics of composite materials , 1979 .

[6]  P. Pedersen On optimal orientation of orthotropic materials , 1989 .

[7]  Andrew N. Norris,et al.  Optimal orientation of anisotropic solids , 2006 .

[8]  S. Chaturvedi,et al.  The influence of fiber length and fiber orientation on damping and stiffness of polymer composite materials , 1986 .

[9]  G. A. Seregin,et al.  On the best position of elastic symmetry planes in an orthotropic body , 1981 .

[10]  H. Rodrigues,et al.  Hierarchical optimization of material and structure , 2002 .

[11]  Erik Lund,et al.  Discrete material optimization of general composite shell structures , 2005 .

[12]  L. Armijo Minimization of functions having Lipschitz continuous first partial derivatives. , 1966 .

[13]  N. Meyers An $L^p$-estimate for the gradient of solutions of second order elliptic divergence equations , 1963 .

[14]  C. M. Mota Soares,et al.  Sensitivity analysis and optimal design of geometrically non-linear laminated plates and shells , 2000 .

[15]  F. Murat Contre-exemples pour divers problèmes où le contrôle intervient dans les coefficients , 1977 .

[16]  Robert D. Adams,et al.  Effect of Fibre Orientation and Laminate Geometry on the Dynamic Properties of CFRP , 1973 .

[17]  Jürgen Appell,et al.  Nonlinear superposition operators: Preface , 1990 .

[18]  F. Tröltzsch Optimal Control of Partial Differential Equations: Theory, Methods and Applications , 2010 .

[19]  P. Donato,et al.  An introduction to homogenization , 2000 .

[20]  Oliver Meyer,et al.  Kurzfaser-Preform-Technologie zur kraftflussgerechten Herstellung von Faserverbundbauteilen , 2008 .

[21]  M. Bendsøe,et al.  Generating optimal topologies in structural design using a homogenization method , 1988 .

[22]  R. Lipton,et al.  Optimal material layout for 3D elastic structures , 1997 .

[23]  Martin P. Bendsøe,et al.  Optimization of Structural Topology, Shape, And Material , 1995 .

[24]  Michael Hinze,et al.  Discrete Concepts in PDE Constrained Optimization , 2009 .

[25]  Christian Gram Hvejsel,et al.  Efficient finite element formulation for analysis and optimization of laminated composite shell structures , 2007 .

[26]  S. Staub,et al.  Multi-Scale Simulation of Viscoelastic Fiber-Reinforced Composites , 2012 .

[27]  Panos M. Pardalos,et al.  Introduction to Global Optimization , 2000, Introduction to Global Optimization.

[28]  Millard F. Beatty,et al.  Kinematics of Finite, Rigid-Body Displacements , 1966 .

[29]  S. Shtrikman,et al.  A variational approach to the theory of the elastic behaviour of multiphase materials , 1963 .

[30]  G. Allaire,et al.  Shape optimization by the homogenization method , 1997 .

[31]  Georgios E. Stavroulakis,et al.  Optimal material design in composites: An iterative approach based on homogenized cells , 1999 .

[32]  O. Oleinik,et al.  Mathematical Problems in Elasticity and Homogenization , 2012 .

[33]  Jürgen Appell,et al.  Nonlinear Superposition Operators , 1990 .

[34]  Peter G. Thurnauer Kinematics of finite, rigid-body displacements. , 1967 .

[35]  A. Bensoussan,et al.  Asymptotic analysis for periodic structures , 1979 .