ACOUSTIC SHAPE OPTIMIZATION BASED ON ISOGEOMETRIC BEM WITH ADJOINT VARIABLE METHOD

Haibo Chen, Jie Wang, Changjun Zhen, Leilei Chen
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Abstract

The isogeometric analysis (IGA) has been applied to the boundary element method (BEM), forming the IGA BEM. In this work, we introduce the IGA BEM to 2D acoustic shape optimization. The key treatment is the acoustic sensitivity analysis using the adjoint variable method (AVM). Compared with the direct differentiation method (DDM), the AVM is more suitable for problems with a large number of design variables. The gradient-based optimization solver is applied in order to update the design variables during the optimization iteration process and the Burton-Miller method is adopted to conquer the fictitious eigen-frequency problem in solving exterior acoustic problems. An example of scattering by an infinite rigid cylinder is presented to demonstrate the improved accuracy of IGA BEM. Then we verify the efficiency of the developed sensitivity algorithms through the example and demonstrate their potential in solving large-scale engineering problems. Finally, an optimization example is provided to validate the proposed optimization procedure. Numerical tests show that the optimal results are strongly frequency dependent.
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基于伴随变量法等几何边界的声形优化
将等几何分析(IGA)应用于边界元法,形成了等几何分析边界元法。本文将IGA边界元引入到二维声学形状优化中。处理的关键是用伴随变量法(AVM)进行声灵敏度分析。与直接微分法(DDM)相比,AVM更适用于设计变量较多的问题。在优化迭代过程中,采用基于梯度的优化求解器更新设计变量;在求解外声问题时,采用Burton-Miller法克服了虚构的特征频率问题。最后给出了一个无限刚体散射的算例,验证了IGA边界元法的精度。然后通过算例验证了所开发的灵敏度算法的有效性,并展示了它们在解决大规模工程问题方面的潜力。最后,给出了一个优化实例来验证所提出的优化过程。数值试验表明,最优结果与频率有很强的相关性。
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