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NON-LINEAR SYSTEM IDENTIFICATION USING FREQUENCY DOMAIN MEASUREMENT DATA

机译:使用频域测量数据的非线性系统识别

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In this paper, an efficient method for identifying non-linear element positions and their physical parameters within a multiple degree of system or structure is presented. The local non-linear stiffness and damping restoring forces are first modeled with polynomial series functions of the relative displacements and velocities, respectively. Second, an iterative equation between excitation and response signals and the general frequency response function are derived. Then, in the frequency domain, the non-linear degree of freedom can be extracted from the general system. Thus, when two different levels of excitation forces are imposed on a testing system, the frequency domain measurement data is used to detect the nonlinear element positions. In addition, an approach for non-linear physical parameter identification is developed, which can be used to obtaining all the polynomial coefficients of the non-linear stiffness and damping forces. The effectiveness of the method is demonstrated by numerical examples, and the results are found to be quite encouraging for application to practical structures with multiple degree of freedom.
机译:在本文中,提出了一种用于识别非线性元件位置及其在多程度的系统或结构内的物理参数的有效方法。本地非线性刚度和阻尼恢复力分别与相对位移和速度的多项式系列功能进行建模。其次,导出激励和响应信号之间的迭代方程和常规频率响应函数。然后,在频域中,可以从一般系统中提取非线性自由度。因此,当在测试系统上施加两种不同水平的激发力时,频域测量数据用于检测非线性元件位置。另外,开发了一种用于非线性物理参数识别的方法,其可用于获得非线性刚度和阻尼力的所有多项式系数。通过数值例子证明了该方法的有效性,并发现结果非常令人鼓舞,以应用于具有多种自由度的实际结构。

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