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PROJECT

Heterogeneous Material Modeling
Modeling Methods
 
 

Overview

The simplest problem of material modeling involves a single material feature -- represented by a set of points where material properties are known. Global material functions (functions representing material properties) are constructed and controlled by specifying derivatives and the value at the points of the feature. The modeling scheme also allows to control material function with differential, integral, analytic and explicit constraints. Our modeling scheme relies on the generalized Taylor series expansion by powers of a distance field of the feature and we showed that any material function can be constructed with our approach [1]. Figure (1) and (2) are examples of material functions constructed with a single feature. For both of the distributions the value of the material function attenuate with the exponential function of distance from the 'S' curve (4-th order B-splne curve). In Figure (1) a constant value of 1 is specified at the feature but for (2) it varies linearly from one end of the 'S' curve to the other end and the gradient value of -4 is specified to all points of the curve.

Figure 1:

Figure 2:

 

A more typical situation with heterogeneous material modeling involves several material features with known material characteristics. Such problem boils down to construct a single material function with material functions of all features, constructed with the above described approach. We employ a distance function based interpolation technique to construct the single material function [1,2]. The underlying notion of the interpolation method is that the influence of a feature is more at points nearer to it than points away from it. The material distribution function in Figure (3) was constructed with two material features: the 'S'-shaped curve and an annulus region. The function specified at the 'S' curve was (1-1.5u), where u is the distance function of the 'S' curve. The constant material function 2 was specified at the annulus feature. 

Figure 3:

Material function in figure (4) was constructed by specifying two material functions ( see Figure (5) ) and the differential constraint, the Laplace's equation. The two material features defined in the example are the union of all vertical faces (circular hole and four vertical faces of the cube), and spiral canal surface through the interior of the solids. 

Figure 4:

Figure 5:

The theoretical and computational approach is inspired by our earlier work on meshfree engineering analysis, using Rvachev's Function Method (RFM) [3,4]. In particular, the approach is theoretically complete in the sense that it allows representation of all material property functions.

 
 

References

  
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