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Multiscale Modeling Using Homogenization PowerPoint PPT Presentation


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Multiscale Modeling Using Homogenization. PI: Prof. Nicholas ZabarasParticipating students: Veera Sundararaghavan, Megan Thompson Material Process Design and Control Laboratory. How loading affects the microstructure. FEM and Taylor texture predictions.

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Multiscale Modeling Using Homogenization

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Slide1 l.jpg

Multiscale Modeling Using Homogenization

PI: Prof. Nicholas ZabarasParticipating students: Veera Sundararaghavan, Megan Thompson Material Process Design and Control Laboratory

How loading affects the microstructure

FEM and Taylor texture predictions

  • Microstructure obtained from an MC growth simulation

  • Equivalent stress after simple shear

  • Equivalent stress after plane strain compression

  • Microstructure is a representation of a material point at a smaller scale

  • Deformation at a macro-scale point can be represented by the motion of the exterior boundary of the microstructure. (Hill, R., 1972)

a) pure shear and b) plane strain compression

Design for desired materials response

Homogenization of a 2D polycrystal

Homogenization of a 3D polycrystal

  • Desired response of the material given by a smooth cubic interpolation of four desired coordinates

  • Change in the microstructure response over various iterations of t he optimization problem

  • Final microstructure at time t = 11 s of the design solution with misorientation distribution over grains

  • Change in objective function over various design iterations of gradient minimization algorithm

  • Idealized 2D polycrystal with 400 grains and one finite element per grain

  • Equivalent stress field after deformation in pure shear mode with a strain rate of 6.667e-4 s-1

  • Comparison of the equivalent stress-strain curve predicted through homogenization with Taylor simulation

  • The initial texture of the polycrystals

  • Texture prediction using finite element homogenization

  • Texture prediction using the Taylor model

  • The final ODF obtained after simple shear

  • (top) The initial random texture of the material and (bottom) The final texture of the material

  • Equivalent stress field after deformation in pure shear mode

  • Comparison of the equivalent stress-strain curve predicted through homogenization with experimental results from Carreker and Hibbard (1957)

Why multiscale?

  • Material properties are dictated by the micro-structure

  • Microstructures are complex and the response depends on loading history, topology of grains, crystal orientations, higher order correlations of orientations, and grain boundary (defect sensitive) properties.

  • A few relevant questions arise:

  • How do we find the best features (listed above) for the material microstructure for a given application?

  • How do we design sequences of processes to reach the final product so that properties are optimized?

Implementation

Update macroscopic displacements

Largedef formulation for macroscale

Update macroscopic displacements

Macrodeformation

Homogenized stress

gradient

Consistent tangent

  • Desired response in the second stage and response obtained at various design iterations

  • Microstructure response in the first deformation stage at various design iterations

  • Change in objective function over various design iterations of gradient minimization algorithm

  • Equivalent stress distribution (at final design solution) at the end of first deformation stage (time t = 1 s)

  • Residual equivalent stress distribution after unloading at the end of the first stage

  • Equivalent stress distribution at the microstructure at time t = 0.45 s of the second stage (plane strain compression)

Boundary Value Problem for microstructure

Solve for deformation field

Consistent tangent formulation (macro)

Mesoscale stress

Mesodeformation

Consistent tangent

gradient

Integration of constitutive equations

Continuum slip theory

Consistent tangent formulation (meso)


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