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WAVES AND VIBRATIONS IN INHOMOGENEOUS STRUCTURES ...

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Topological material layout in plates for vibration suppression and wave propagation control<br />

where ˜ Qe x and ˜ Qe y are the element matrices Qex and<br />

Qe y evaluated at the center of the elements. For a fine<br />

mesh the error introduced with this simplification is<br />

negligible.<br />

A finite subdomain of the plate s is composed of<br />

Ns elements with Nx and Ny elements in the two<br />

directions respectively. The energy transported in the<br />

two directions averaged over s, denoted ¯W, has the<br />

components:<br />

¯Wx = 1<br />

<br />

Wxd<br />

x<br />

= 1<br />

Nx<br />

s<br />

<br />

Ns<br />

W<br />

e=1<br />

e x<br />

¯Wy = 1<br />

<br />

Wyd<br />

y s<br />

= 1<br />

Ny<br />

<br />

Ns<br />

W<br />

e=1<br />

e y<br />

2bπ<br />

<br />

= ℜ id<br />

Nx<br />

T Qxd ˜ ∗<br />

2aπ<br />

<br />

= ℜ id<br />

Ny<br />

T Qyd ˜ ∗<br />

(39)<br />

(40)<br />

the global matrices ˜ Qx and ˜ Qy are assembled from the<br />

element matrices ˜ Qe x and ˜ Qe y in the usual way.<br />

5 Optimization problem<br />

We consider two different optimization problems. The<br />

first is to minimize the global response of a plate<br />

subjected to time-harmonic loading. Different formulations<br />

for the dynamic compliance for steady-state<br />

response have been suggested, e.g. Ma et al. (1995),<br />

Jog (2002). We choose a formulation similar to Du and<br />

Olhoff (2007) that ensures that the global response of<br />

the plate is minimized. In discretized notation it may be<br />

written as<br />

Φ1 = d T Md ∗<br />

(41)<br />

in which M is the mass matrix. The objective function<br />

is thus proportional to the kinetic energy of the plate.<br />

Alternatively, we could have chosen to consider the<br />

potential energy or a weighted average between kinetic<br />

and potential energy, but with time-harmonic loading<br />

the difference is minimal.<br />

The second optimization problem considered is the<br />

maximization of energy transport through a vertical<br />

or horizontal line in the structure, Ɣ, which has the<br />

normal vector n. The objective function is then written<br />

in continuous and discretized form as<br />

<br />

<br />

Φ2 = n · WdƔ ∼ Re id T Q˜ jd ∗<br />

(42)<br />

Ɣ<br />

where subscript j indicates either the x-direction or ydirection<br />

depending on the orientation of the line Ɣ and<br />

the factor appearing in (39)–(40) has been omitted for<br />

simplicity. In the case of lines not aligned with either<br />

the x- ory-direction the formulas (39)–(40) canbe<br />

modified in a straightforward way.<br />

For the gradient-based optimization procedure we<br />

need sensitivities of the objective function with respect<br />

to the design variables. In the following ϱe will denote<br />

the element-wise continuous design variable that may<br />

take values between 0 and 1. The adjoint method is<br />

used (Bendsøe and Sigmund 2003; Sigmund and Jensen<br />

2003) and the sensitivities become<br />

dΦ1 T ∂M<br />

= d d<br />

dϱe ∂ϱe<br />

∗ <br />

T ∂S<br />

+ 2ℜ λ d<br />

(43)<br />

∂ϱe<br />

in which the Lagrange multipliers λ are calculated from<br />

the equation<br />

S T λ =−M T d ∗<br />

(44)<br />

Since S is symmetric and already factorized during the<br />

solution of the equation of motion λ can be computed<br />

without much computational effort.<br />

For the second objective function the sensitivities are<br />

found as:<br />

<br />

dΦ2<br />

=−ℜ<br />

dϱe<br />

id T ∂ ˜ Q j<br />

d∗<br />

∂ϱe and<br />

S T λ =− i<br />

<br />

Q<br />

2<br />

T j − Q <br />

j d ∗<br />

<br />

T ∂S<br />

+ 2ℜ λ d<br />

∂ϱe (45)<br />

(46)<br />

In this paper we consider plates built from two different<br />

materials so that the design variable ϱe determines<br />

the fraction of one material in element e. The<br />

stiffness and mass density of the material is interpolated<br />

between the two materials with stiffness E 0 and E min<br />

and mass density ρ 0 and ρ min , respectively, based on<br />

the value of ϱe. WeusetheRAMPscheme(Stolpeand<br />

Svanberg 2001) for the interpolation of stiffness<br />

E(ϱe) = E min +<br />

ϱe 0 min<br />

E − E<br />

1 + q(1 − ϱe)<br />

<br />

and a linear interpolation for the mass density<br />

ρ(ϱe) = ρ min 0 min<br />

+ ϱe ρ − ρ <br />

(47)<br />

(48)<br />

This formulation is used in order to penalize intermediate<br />

densities and at the same time it allows us to use two<br />

different materials. If q = 0 then (47) reduces to linear<br />

interpolation.

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