Shape optimization with level set-based method using a reaction diffusion equation for 2D sound barrier

IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Engineering Analysis with Boundary Elements Pub Date : 2024-10-01 DOI:10.1016/j.enganabound.2024.105978
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Abstract

A level set-based method using a reaction diffusion equation is applied for optimization problems of two dimensional (2D) sound barriers. The level set method is employed to implicitly represent the sound barrier structure, which distinguishes the material and void domains by the value of the level set function. The boundary element method is employed to solve acoustic problems governed by Helmholtz equation. Topological derivatives are computed by the boundary integral equation combined with the adjoint variable method. The distribution of level set function is iteratively updated based on the reaction diffusion equation to find the optimal structure. For the existent floating scatterers in the optimization process and the sharp and narrow parts on the surface of the sound barrier, we propose a filtering algorithm to remove floating scatterers and develop a method to achieve a smooth surface of the sound barrier. The shape optimization of sound barriers is achieved using these techniques, integrating the level set-based topology optimization method. Numerical tests are provided to demonstrate the validity and effectiveness of the proposed methods.
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利用反应扩散方程,采用基于水平集的方法优化二维声屏障的形状
基于反应扩散方程的水平集方法适用于二维(2D)声屏障的优化问题。采用水平集方法隐式表示声屏障结构,通过水平集函数值区分材料域和空域。边界元法用于解决受亥姆霍兹方程控制的声学问题。拓扑导数是通过边界积分方程结合邻接变量法计算得出的。根据反应扩散方程对水平集函数的分布进行迭代更新,以找到最佳结构。针对优化过程中存在的浮动散射体以及声屏障表面的尖锐和狭窄部分,提出了去除浮动散射体的滤波算法,并开发了实现声屏障表面光滑的方法。利用这些技术,结合基于水平集的拓扑优化方法,实现了声屏障的形状优化。数值测试证明了所提方法的有效性。
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来源期刊
Engineering Analysis with Boundary Elements
Engineering Analysis with Boundary Elements 工程技术-工程:综合
CiteScore
5.50
自引率
18.20%
发文量
368
审稿时长
56 days
期刊介绍: This journal is specifically dedicated to the dissemination of the latest developments of new engineering analysis techniques using boundary elements and other mesh reduction methods. Boundary element (BEM) and mesh reduction methods (MRM) are very active areas of research with the techniques being applied to solve increasingly complex problems. The journal stresses the importance of these applications as well as their computational aspects, reliability and robustness. The main criteria for publication will be the originality of the work being reported, its potential usefulness and applications of the methods to new fields. In addition to regular issues, the journal publishes a series of special issues dealing with specific areas of current research. The journal has, for many years, provided a channel of communication between academics and industrial researchers working in mesh reduction methods Fields Covered: • Boundary Element Methods (BEM) • Mesh Reduction Methods (MRM) • Meshless Methods • Integral Equations • Applications of BEM/MRM in Engineering • Numerical Methods related to BEM/MRM • Computational Techniques • Combination of Different Methods • Advanced Formulations.
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