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Mechanics and Tribology of MEMS Materials - prod.sandia.gov ...

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direction. Also, maximum stress locations are denser in regions where the grain sizes are<br />

smaller, simply because the density <strong>of</strong> boundary triple junctions is higher in these regions.<br />

These regions are near the bottom <strong>of</strong> the poly3 template <strong>and</strong> the bottom layer in the poly12<br />

template.<br />

Fig. 3.4. (a-b) Maximum stress locations from 100 simulations to 1% tensile strain. Each<br />

simulation used the same polycrystal templates with different crystallographic<br />

orientations assigned to the grains.<br />

The maximum stress values obtained from the 100 simulations to 1% strain are<br />

statistically distributed <strong>and</strong> can be plotted using a Weibull analysis, as described in the previous<br />

section. A large value <strong>of</strong> maximum local stress in a simulated polycrystal corresponds to a<br />

sample that would fail at a correspondingly small globally applied stress. Thus, to distribute the<br />

data for Weibull analysis in a manner comparable to the experimental results presented in the<br />

previous section, the maximum stress data is ranked in reverse order. By using the probability<br />

estimator, given in the previous section, then plotting the data against the natural log <strong>of</strong> the<br />

inverse <strong>of</strong> the maximum stress values, a Weibull plot comparable to the experimentally<br />

determined plots given in the previous sections is generated. Fig. 3.5 illustrates the plot.<br />

In Fig. 3.5 the poly12 distribution lies to the right <strong>of</strong> the poly3 distribution. This is caused<br />

by the presence <strong>of</strong> the interlayer boundary oriented parallel to the tensile direction in the poly12<br />

section. This boundary increases the number <strong>of</strong> critical flaws, slightly increasing the possibility<br />

<strong>of</strong> larger maximum stress values after 1% strain <strong>and</strong> shifting the poly12 distribution to the right<br />

in Fig. 3.5. This shift corresponds to a lower average global failure strength in the poly12<br />

ligaments. The spread <strong>of</strong> both distributions , which defines the Weibull modulus, is nearly<br />

indentical. Estimates <strong>of</strong> the Weibull modulus based on the plot in Fig. 3.5 are m ≈ 35, indicating<br />

37

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