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Minimizing Aliasing in Multiple Frequency Harmonic Balance Computations

机译:最小化多频谐波平衡计算中的混叠

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摘要

Abstract The harmonic balance method has emerged as an efficient and accurate approach for computing periodic, as well as almost periodic, solutions to nonlinear ordinary differential equations. The accuracy of the harmonic balance method can however be negatively impacted by aliasing. Aliasing occurs because Fourier coefficients of nonlinear terms in the governing equations are approximated by a discrete Fourier transform (DFT). Understanding how aliasing occurs when the DFT is applied is therefore essential in improving the accuracy of the harmonic balance method. In this work, a new operator that describe the fold-back, i.e. aliasing, of unresolved frequencies onto the resolved ones is developed. The norm of this operator is then used as a metric for investigating how the time sampling should be performed to minimize aliasing. It is found that a time sampling which minimizes the condition number of the DFT matrix is the best choice in this regard, both for single and multiple frequency problems. These findings are also verified for the Duffing oscillator. Finally, a strategy for oversampling multiple frequency harmonic balance computations is developed and tested.
机译:摘要 谐波平衡法已成为计算非线性常微分方程周期解和近周期解的一种高效、准确的方法。然而,谐波平衡方法的精度可能会受到混叠的负面影响。发生混叠的原因是控制方程中非线性项的傅里叶系数通过离散傅里叶变换 (DFT) 近似。因此,了解应用DFT时混叠是如何发生的,对于提高谐波平衡方法的精度至关重要。在这项工作中,开发了一种新的算子,用于描述未分辨频率到已分辨频率上的折返,即混叠。然后,将此运算符的范数用作研究应如何执行时间采样以最大程度地减少混叠的度量。研究发现,对于单频和多频问题,最小化DFT矩阵条件数的时间采样是最佳选择。这些发现也适用于Duffing振荡器。最后,提出并测试了一种多频谐波平衡过采样计算策略。

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