Multiobjective evolutionary optimization of periodic layered materials for desired wave dispersion characteristics |
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Authors: | Mahmoud I. Hussein Karim Hamza Gregory M. Hulbert Richard A. Scott Kazuhiro Saitou |
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Affiliation: | (1) Department of Mechanical Engineering, The University of Michigan, 2350 Hayward Street, 2250 GG Brown Building, Ann Arbor, MI 48109, USA |
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Abstract: | An important dispersion-related characteristic of wave propagation through periodic materials is the existence of frequency
bands. A medium effectively attenuates all incident waves within stopbands and allows propagation within passbands. The widths
and locations of these bands in the frequency domain depend on the layout of contrasting materials and the ratio of their
properties. Using a multiobjective genetic algorithm, the topologies of one-dimensional periodic unit cells are designed for
target frequency band structures characterizing longitudinal wave motion. The decision variables are the number of layers
in the unit cell and the thickness of each layer. Binary and mixed formulations are developed for the treatment of the optimization
problems. Designs are generated for the following novel objectives: (1) maximum attenuation of time harmonic waves, (2) maximum
isolation of general broadband pulses, and (3) filtering signals at predetermined frequency windows. The saturation of performance
with the number of unit-cell layers is shown for the first two cases. In the filtering application, the trade-off between
the simultaneous realization of passband and stopband targets is analyzed. It is shown that it is more difficult to design
for passbands than it is to design for stopbands. The design approach presented has potential use in the development of vibration
and shock isolation structures, sound isolation pads/partitions, and multiple band frequency filters, among other applications. |
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Keywords: | Periodic materials Phononic and photonic crystals Wave dispersion Band gap Stopband Passband Topology optimization Multiobjective genetic algorithms Vibration and shock isolation |
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