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Robust Shape Optimization of Sound Barriers Based on Isogeometric Boundary Element Method and Polynomial Chaos Expansion

Xuhang Lin1, Haibo Chen1,*

1 CAS Key Laboratory of Mechanical Behavior and Design of Materials, Department of Modern Mechanics, University of Science and Technology of China, Hefei, 230026, China

* Corresponding Author: Haibo Chen. Email: email

The International Conference on Computational & Experimental Engineering and Sciences 2023, 27(1), 1-1. https://doi.org/10.32604/icces.2023.09388

Abstract

As an important and useful tool for reducing noise, the sound barrier is of practical significance. The sound barrier has different noise reduction effects for different sizes, shapes and properties of the sound absorbing material. Liu et al. [1] have performed shape optimization of sound barriers by using isogeometric boundary element method and method of moving asymptotes (MMA). However, in engineering practice, it is difficult to determine some parameters accurately such as material properties, geometries, external loads. Therefore, it is necessary to consider these uncertainty conditions in order to ensure the rationality of the numerical calculation of engineering problems. In this study, based on isogeometric boundary element method, a robust optimization design method for the shape optimization of the sound barrier is proposed. The uncertainties of the wavenumber of the acoustic wave and the coefficient of the sound absorbing material are considered. The uncertainty of the surface admittance of the sound absorbing material is described by a random field, and the expansion optimal linear estimation (EOLE) method is used to discretize it into a series of uncorrelated random variables. Meanwhile, the stochastic response of the structure is calculated with the polynomial chaos expansion (PCE) method and isogeometric boundary element method. The sensitivity of the stochastic response is also obtained by the PCE method. The weighted sum of the mean and standard deviation of the stochastic response is set as the objective function for the robust design optimization. Finally, the optimization problem is also solved by MMA. Numerical examples show that the results of the proposed robust optimization method are more suitable in the situation whose parameters of the material and load are uncertain than the results of the deterministic optimization.

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Cite This Article

APA Style
Lin, X., Chen, H. (2023). Robust shape optimization of sound barriers based on isogeometric boundary element method and polynomial chaos expansion. The International Conference on Computational & Experimental Engineering and Sciences, 27(1), 1-1. https://doi.org/10.32604/icces.2023.09388
Vancouver Style
Lin X, Chen H. Robust shape optimization of sound barriers based on isogeometric boundary element method and polynomial chaos expansion. Int Conf Comput Exp Eng Sciences . 2023;27(1):1-1 https://doi.org/10.32604/icces.2023.09388
IEEE Style
X. Lin and H. Chen, "Robust Shape Optimization of Sound Barriers Based on Isogeometric Boundary Element Method and Polynomial Chaos Expansion," Int. Conf. Comput. Exp. Eng. Sciences , vol. 27, no. 1, pp. 1-1. 2023. https://doi.org/10.32604/icces.2023.09388



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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