A fast calculation method for dynamic topology optimization based on hybrid spectral element method

IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Enying Li, Jiakang Niu, Hu Wang
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Abstract

In this study, a Hybrid Spectral Element Method (HSEM) integrated with Equivalent Static Load (ESL) in the frequency domain is suggested. This integration aims to enhance the computational efficiency of dynamic topology optimization. In comparison with existing techniques, the proposed HSEM transforms the governing equation of dynamic analysis into a spectral element equation within the frequency domain by utilizing the Fast Fourier Transform (FFT) algorithm. This approach enables the representation of both structural displacements and external loads in spectral forms, potentially leading to a reduction in the number of dimensions compared to traditional time-interval-based methods. By using spectral representation, a low-dimensional ESL set can be constructed in the frequency domain for model reduction. To validate the effectiveness of the suggested proposed method, extensive analyses and comparisons using various two-dimensional (2D) and three-dimensional (3D) examples are carried out. The obtained results demonstrate a substantial improvement in computational efficiency, both during the dynamic analysis phase and the quasi-static topology optimization phase, while maintaining high levels of accuracy. Moreover, even as the scale of the model increases, our method maintains its advantage in computational efficiency. In the test examples, a maximum speedup ratio of up to 6.54 times was observed, indicating the significant potential of the proposed HSEM-ESL approach in enhancing the performance of dynamic topology optimization tasks.
基于混合谱元法的动态拓扑优化快速计算方法
本研究提出了一种在频域与等效静载荷 (ESL) 相结合的混合谱元法 (HSEM)。这种集成旨在提高动态拓扑优化的计算效率。与现有技术相比,拟议的 HSEM 利用快速傅立叶变换 (FFT) 算法将动态分析的控制方程转换为频域内的谱元方程。这种方法能以频谱形式表示结构位移和外部载荷,与传统的基于时间间隔的方法相比,有可能减少维数。通过使用频谱表示法,可以在频域中构建低维 ESL 集,从而减少模型。为了验证所建议方法的有效性,我们使用各种二维(2D)和三维(3D)实例进行了广泛的分析和比较。结果表明,无论是在动态分析阶段还是在准静态拓扑优化阶段,计算效率都得到了大幅提高,同时还保持了较高的精度。此外,即使模型的规模增大,我们的方法仍能保持其在计算效率方面的优势。在测试实例中,观察到的最大加速比高达 6.54 倍,这表明所提出的 HSEM-ESL 方法在提高动态拓扑优化任务性能方面具有巨大潜力。
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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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