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Online proceedings - EDA Publishing Association

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11-13 May 2011, Aix-en-Provence, France<br />

V.<br />

<br />

MODEL VALIDATION WITH A DIRECT FEM 4.<br />

Our validation consists in comparing the results of our<br />

model with results obtained using a direct FEM for the<br />

three-dimensional elasticity system. We have carried our<br />

computation with a small number due to long computing<br />

time of FEM simulations. We compare the modal structure of<br />

our model to the modal structure of a FEM in<br />

three-dimensional elasticity. The eigenvalues of the<br />

three-dimensional elasticity equations also constitute an<br />

increasing positive sequence that accumulates at infinity. As<br />

for the two-scale model, its density distribution exhibits a<br />

number of concentration points and also some isolated<br />

values. Bunch sizes are still equal to the number 2 of<br />

cantilevers for low eigenvalues (log ), see Figure<br />

3 representing eigenmode distributions for , and<br />

Fig.4. Eigenmode density distributions for finite element model and<br />

for the two-scale model<br />

We remark that a number of eigenvalues in the FEM<br />

spectrum have not their counterparts in the two-scale model<br />

spectrum. We have checked that the missing elements<br />

correspond to the modes which have membrane<br />

displacement in some local cells and torsion in the<br />

cantilevers. These cases are not modeled in the current<br />

simple two-scale model. We also compare the eigenmodes<br />

and especially those belonging to bunches of eigenvalues. By<br />

visual inspection, we observe that the deformed shape of<br />

cantilevers from FEM model and from our model are similar<br />

for identical eigenvalues, see Figure 5.<br />

Fig. 3. Eigenmode Density Distributions for Finite Element Model<br />

Extrapolating this observation, we derive that when the<br />

number of cantilevers increases bunch size increases<br />

proportionally. Since the two-scale model is an<br />

approximation in the sense of an infinitely large number of<br />

cantilevers, this explains why the two-scale model exhibits<br />

mode concentration with infinite number of elements. This<br />

remark provides guidelines for operating mode selection in<br />

the two-scale model. In order to determine an approximation<br />

of the spectrum for an -cantilevers array, we suggest to<br />

operate a truncation of the mode list so that to retain a simple<br />

infinity of eigenvalues ij i , ,<br />

2 and j<br />

We stress on the<br />

fact that<br />

2 - eigenvalue bunches are generally not<br />

corresponding to a single column of the truncated matrix ij .<br />

We consider a silicon array of 10 by 10 cantilevers, see<br />

Figure 1 (a). Computing the eigenvalues associated to the<br />

two-scale model, we observe that they are grouped in<br />

bunches of size 100 accumulated around each clamped-free<br />

cantilever eigenvalue. A number of eigenvalues are isolated<br />

far from these bunches. We compare the modal structure of<br />

our model with the one of a FEM based on three-dimensional<br />

elasticity system for the same configuration. Densities of<br />

square root of eigenvalues in logarithm are reported in Figure<br />

(a)<br />

(c)<br />

(d)<br />

Fig. 5. (a) First base mode in two-scale model (b) First mode in FEM<br />

model (c) First cantilever mode in two-scale model (d) Matched mode<br />

in FEM model<br />

In a future work, we will develop a numerical test, as in the<br />

paper [18] related to one-dimensional arrays of cantilevers,<br />

so that to eliminate modes corresponding to physical effects<br />

not modeled by our model. It will be applied on transverse<br />

displacement only. We will also conduct FEM calculations<br />

for larger (more than 10) on a more powerful computing<br />

system in order to complete the convergence analysis of the<br />

solution to the FEM towards the solution of our model.<br />

In order to compare the distribution of the spectrum for a<br />

-cantilever array, we operate a truncation of mode list. It<br />

corresponds to the range [ 6 of log in Figure 4.<br />

(b)<br />

62

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