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Identification by means of a genetic algorithm of nonlinear damping and stiffness of continuous structures subjected to large-amplitude vibrations. Part Ⅰ: single-degree-of-freedom responses

机译:通过对大幅度振动的连续结构的非线性阻尼遗传算法识别。第Ⅰ部分:单一程度自由度反应

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摘要

A procedure is presented to identify the nonlinear damping and stiffness parameters of a single-degree-of-freedom (SDOF) model from large-amplitude vibrations of harmonically forced continuous systems, in absence of internal resonances. Cubic nonlinear damping is introduced in the SDOF model in addition to the classical viscous one. The parameter estimation relies on the harmonic balance method. It is shown that the mean value, the first and the second harmonics are needed for a softening response, although often only the first harmonic is experimentally measured with accuracy. The identification methodology is thus split between (ⅰ) purely hardening and (ⅱ) softening behaviour. The absence of coupling enables for an independent estimation of the nonlinear stiffness from the backbone curve, followed by an evaluation of damping at resonance. For the purely hardening case, the classical least-squares method is applied by using experimentally measured first harmonic. For the softening case, a novel cascade procedure consists in (ⅰ) a single-term harmonic balance parameter estimation used as initiation of (ⅱ) a minimization of the distance between data and a two-term harmonic balance model by means of a genetic algorithm. These procedures are validated by parameter identification on synthetic (numerically generated) and experimental frequency-responses. In particular, the identified nonlinear damping model is compared to level-adjusted linear viscous damping with a different coefficient identified at any level of harmonic force, demonstrating its ability to account for the evolution of damping with the vibration amplitude. The identification of one-to-one internal resonances is treated in a companion paper.
机译:提出了一种过程,以识别来自谐波强制连续系统的大幅度振动的单级自由度(SDOF)模型的非线性阻尼和刚度参数,在不存在内部共振的情况下。除了经典粘性之外,在SDOF模型中引入了立方非线性阻尼。参数估计依赖于谐波平衡方法。结果表明,柔性响应需要平均值,第一和第二谐波,尽管通常仅通过精确测量第一次谐波。因此,鉴定方法是在(Ⅰ)纯硬化和(Ⅱ)软化行为之间的分裂。没有耦合可以实现与骨架曲线的非线性刚度的独立估计,然后评估阻尼在共振下。对于纯硬化的情况,通过使用实验测量的第一谐波施加经典最小二乘法。对于软化案例,新型级联程序包括(Ⅰ)单级谐波平衡参数估计,用作(Ⅱ)通过遗传算法最小化数据和双次谐波平衡模型的最小化。这些程序通过合成(数值产生)和实验频率响应的参数识别来验证。特别地,将所识别的非线性阻尼模型与水平调节的线性粘性阻尼进行比较,其在任何谐波力水平上识别的不同系数,证明了其考虑振动幅度阻尼的演变的能力。在伴侣纸上处理一对一内部共振的鉴定。

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