On the Nonlinear Modeling and Identification of Piezoelectric Inertial Actuators

David W. Knowles, N. Jalili, T. Khan
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Abstract

Active counter-force vibration control has significant advantages over the more traditional motion-based active vibration suppression schemes. A piezoelectric ceramic (PZT) inertial actuator is an efficient and inexpensive solution for this type of structural vibration control. In order to properly tune the control parameters of the absorber subsection, an accurate mathematical model is necessary. For this, a nonlinear model for the PZT inertial actuators is presented. In particular, a polynomial form of non-linearity in the dynamical model of the actuator is assumed. An inverse problem is then formed to identify the model parameters of the actuator (absorber). The model parameters consist of the effective mass, damping and stiffness of the actuator as well as the polynomial form of the non-linearity. Using Lyapunov’s second method, the stability conditions for the proposed nonlinear model are established. An experimental setup is developed to validate the proposed nonlinear model. The results of the model identification using the actual experimental data demonstrate that the nonlinear model would better fit the experimental data, when compared to the linear model.
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压电惯性作动器的非线性建模与辨识
与传统的基于运动的主动振动抑制方案相比,主动反力振动控制具有显著的优势。压电陶瓷(PZT)惯性致动器是一种高效、廉价的结构振动控制解决方案。为了合理地调整减振器分段的控制参数,需要一个精确的数学模型。为此,建立了压电陶瓷惯性作动器的非线性模型。特别地,在作动器的动力学模型中假定非线性为多项式形式。然后形成一个反问题来确定执行器(吸收器)的模型参数。模型参数包括执行器的有效质量、阻尼和刚度以及非线性的多项式形式。利用Lyapunov第二方法,建立了非线性模型的稳定性条件。建立了一个实验装置来验证所提出的非线性模型。利用实际实验数据进行模型辨识的结果表明,与线性模型相比,非线性模型能更好地拟合实验数据。
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