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Nonlinear System Identification Technique for a Base-Excited Structure Based on Modal Space Formulation

机译:基于模态空间公式的基础激励结构非线性系统识别技术

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摘要

Most of the nonlinear system identification techniques described in the existing literature required force and response information at all excitation degrees-of-freedom (DOFs). For cases, where the excitation comes from base motion, those methods cannot be applied as it is not feasible to obtain the measurements of motion at all DOFs from an experiment. The objective of this research is to develop the methodology for the nonlinear system identification of continuous, multimode, and lightly damped systems, where the excitation comes from the moving base. For this purpose, the closed-form expression for the equivalent force also known as the pseudo force from the measured data for the base-excited structure is developed. A hybrid model space is developed to find out the nonlinear restoring force at the nonlinear DOFs. Once the nonlinear restoring force is obtained, the nonlinear parameters are extracted using "multilinear least square regression" in a modal space. A modal space is chosen to express the direct and cross-coupling nonlinearities. Using a cantilever beam as an example, the proposed methodology is demonstrated, where the experimental setup, testing procedure, data acquisition, and data processing are presented. The example shows that the method proposed here is systematic and constructive for nonlinear parameter identification for base-excited structure.
机译:现有文献中描述的大多数非线性系统识别技术都需要在所有激发自由度(DOF)下的力和响应信息。对于励磁来自基本运动的情况,由于无法从实验中获得所有自由度的运动测量值,因此无法应用这些方法。这项研究的目的是开发一种用于连续,多模和轻阻尼系统的非线性系统识别的方法,该系统的励磁来自运动基座。为此,从基础激励结构的测量数据中得出了等效力的闭合形式,也称为伪力。开发了一个混合模型空间以找出非线性自由度下的非线性恢复力。一旦获得了非线性恢复力,就可以使用模态空间中的“多线性最小二乘回归”来提取非线性参数。选择模态空间来表示直接和交叉耦合的非线性。以悬臂梁为例,演示了所提出的方法,并介绍了实验装置,测试程序,数据采集和数据处理。算例表明,本文提出的方法对于基础激励结构的非线性参数辨识具有系统性和建设性。

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