基于快速傅里叶变换和张量收缩的高效Galerkin平均-增量谐波平衡方法

Ren Ju, W. Fan, Wei-dong Zhu
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引用次数: 15

摘要

基于快速傅里叶变换(FFT)和张量收缩,提出了一种高效的Galerkin平均-增量谐波平衡(EGA-IHB)方法,提高了IHB方法在计算具有非多项式非线性的复杂非线性系统周期响应时的效率和鲁棒性。EGA-IHB方法作为一种半解析方法,大大简化了公式的推导和规划。用截断傅立叶级数表示了EGA-IHB方法中非线性项对应的残差向量和雅可比矩阵。利用FFT计算傅里叶系数向量后,利用张量收缩法计算雅可比矩阵,可以显著提高数值效率。由于当混叠发生时,基于离散傅里叶变换的方法可能获得不准确的结果,因此确定了EGA-IHB方法的最小非混叠采样率。用几个基准算例分析了EGA-IHB方法的性能;对几种常用的半解析方法的精度、效率、收敛性和鲁棒性进行了分析和比较。EGA-IHB方法对多项式和非多项式非线性均具有较高的效率和较好的鲁棒性,与其他方法相比具有明显的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Galerkin Averaging-Incremental Harmonic Balance Method Based on the Fast Fourier Transform and Tensor Contraction
An efficient Galerkin averaging-incremental harmonic balance (EGA-IHB) method is developed based on the fast Fourier transform (FFT) and tensor contraction to increase efficiency and robustness of the IHB method when calculating periodic responses of complex nonlinear systems with non-polynomial nonlinearities. As a semi-analytical method, derivation of formulae and programming are significantly simplified in the EGA-IHB method. The residual vector and Jacobian matrix corresponding to nonlinear terms in the EGA-IHB method are expressed using truncated Fourier series. After calculating Fourier coefficient vectors using the FFT, tensor contraction is used to calculate the Jacobian matrix, which can significantly improve numerical efficiency. Since inaccurate results may be obtained from discrete Fourier transform-based methods when aliasing occurs, the minimal non-aliasing sampling rate is determined for the EGA-IHB method. Performances of the EGA-IHB method are analyzed using several benchmark examples; its accuracy, efficiency, convergence, and robustness are analyzed and compared with several widely used semi-analytical methods. The EGA-IHB method has high efficiency and good robustness for both polynomial and nonpolynomial nonlinearities, and it has considerable advantages over the other methods.
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