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Space–time topology optimization for one-dimensional wave propagation<br />

Jakob S. Jensen *<br />

Department of Mechanical Engineering, Solid Mechanics, Nils Koppels Allé, Building 404, Technical University of Denmark, 2800 Lyngby, Denmark<br />

article info<br />

Article history:<br />

Received 11 March 2008<br />

Received in revised form 30 September 2008<br />

Accepted 3 October 2008<br />

Available online 29 October 2008<br />

Keywords:<br />

Topology optimization<br />

Wave propagation<br />

Transient loading<br />

Dynamic materials<br />

1. Introduction<br />

abstract<br />

Topology or material layout optimization has gained popularity<br />

as a design tool in academics and industry. This is mainly due to<br />

the large design freedom and the use of adjoint sensitivity analysis<br />

that allows for efficient handling of the many element design<br />

variables usually appearing in the discretized models. Topology<br />

optimization was originally introduced to design stiff lightweight<br />

mechanical structures [2] and has since been extended to a variety<br />

of different settings. A fairly recent overview of applications can be<br />

found in [4] and new applications appear regularly, e.g. the recent<br />

works on optimization of ferromagnetic materials [9], incompressible<br />

materials [7], electrostatically actuated devices [38], acoustostructural<br />

interaction [37], and damage detection [20].<br />

A number of papers have considered optimization of structures<br />

based on its transient response, see, e.g. [17] for a review, and recently<br />

there has been an increasing interest in using topological<br />

design variables for these transient problems, e.g. in structural<br />

dynamics [27,34], for thermal problems [33,21], crashworthiness<br />

[29], electromagnetics [10,28], and structural wave propagation<br />

[13]. In this paper, the topology optimization concept for transient<br />

loads is extended with design variables in the temporal domain, in<br />

order to allow for the optimized material properties to vary in<br />

time. The extended method is demonstrated for wave propagation<br />

in a one-dimensional (1D) model of an elastic rod with time dependent<br />

Young’s modulus. The present study is closely related to<br />

recent works [25,26] that present a solid mathematical foundation<br />

* Tel.: +45 45 25 42 50; fax: +45 45 93 14 75.<br />

E-mail address: jsj@mek.dtu.dk<br />

0045-7825/$ - see front matter Ó 2008 Elsevier B.V. All rights reserved.<br />

doi:10.1016/j.cma.2008.10.008<br />

Comput. Methods Appl. Mech. Engrg. 198 (2009) 705–715<br />

Contents lists available at ScienceDirect<br />

Comput. Methods Appl. Mech. Engrg.<br />

journal homepage: www.elsevier.com/locate/cma<br />

A space–time extension of the topology optimization method is presented. The formulation, with design<br />

variables in both the spatial and temporal domains, is used to create structures with an optimized distribution<br />

of material properties that can vary in time. The method is outlined for one-dimensional transient<br />

wave propagation in an elastic rod with time dependent Young’s modulus. By two simulation examples it<br />

is demonstrated how dynamic structures can display rich dynamic behavior such as wavenumber/frequency<br />

shifts and lack of energy conservation. The optimization method’s potential for creating<br />

structures with novel dynamic behavior is illustrated by a simple example; it is shown that an elastic<br />

rod in which the optimized stiffness distribution is allowed to vary in time can be much more efficient<br />

in prohibiting wave propagation compared to a static bandgap structure. Optimized designs in form of<br />

spatio-temporal laminates and checkerboards are generated and discussed. The example lays the foundation<br />

for creating designs with more advanced functionalities in future work.<br />

Ó 2008 Elsevier B.V. All rights reserved.<br />

for spatio-temporal design problems for the 1D and 2D wave<br />

equation.<br />

By including design variables in the time domain the optimization<br />

problem becomes equivalent to the classical problem of<br />

optimal control [18]. Holtz and Arora [14] solved an optimal control<br />

problem by using adjoint sensitivity analysis and mathematical<br />

programming and exemplified the method with obtaining<br />

optimized trajectories for a scalar control force. The contribution<br />

of the present work can be viewed as an extension to [14] by considering<br />

the material layout problem with topological design<br />

variables.<br />

The dynamics of structures with time varying material parameters<br />

have been studied in a number of works. Clark [11] demonstrated<br />

numerically the possibility for vibration control by using<br />

stiffness switching induced by piezoelectric materials, Ramaratnam<br />

and Jalili [30] considered a bi-stiffness spring setting and<br />

demonstrated vibration control theoretically and experimentally,<br />

and Issa et al. [16] considered a similar problem with stiffness<br />

switching induced by a controllable hinge and showed vibration<br />

attenuation numerically and experimentally. Other examples of<br />

geometric stiffness control have been demonstrated in [19,31]<br />

and alternatively magneto- or electro-rheological fluids can be<br />

used to obtain a similar control of the stiffness in the temporal domain.<br />

Recently reported is the possibility for using a combination<br />

of non-linear materials and external high-frequency excitation that<br />

results in an effective change of the material stiffness [6].<br />

General properties of space–time varying materials (denoted<br />

‘‘dynamic materials”) has been studied, e.g. in [22,5]. The recent<br />

monograph [24] gives an extensive coverage of the subject with<br />

a special emphasis on space–time variation of electromagnetic

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