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Hysteresis Modeling and Parameter Identification of an Encapsulated Piezoelectric Actuator

机译:压电致动器的磁滞建模和参数辨识

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The hysteresis of the piezoelectric actuator possesses the rate-dependent characteristics, which significantly affects the precision and response speed of the piezoelectric actuators. That challenges to the traditional modeling and control techniques in micro-ano-manipulation. The static and dynamic experiments are performed to validate the rates-dependent characteristics of our proposed encapsulated piezoelectric actuator, including the preload-dependent, frequency-dependent and amplitude-dependent characteristics. In order to accurately predict the EPA output hysteresis displacement with respect to the driving voltage, the Bouc-Wen model is proposed. The corresponding parameter identification method is established to identify the parameters of the proposed Bouc-wen model. To evaluate the effectiveness of the proposed model and parameter identification method, the experimental system is implemented. The results indicate that the output displacement predicted by proposed Bouc-Wen mathematics model can match the measured data very well. The maximal absolute, relative and normalization total errors of the proposed Bouc-wen model are 0.548um, 4.26% and 0.0583 respectively, which shows the proposed Bouc-Wen model can well describe the hysteretic characteristics of the piezoelectric actuator.
机译:压电致动器的磁滞具有速率相关的特性,这大大影响了压电致动器的精度和响应速度。这对传统的微/纳米操纵建模和控制技术提出了挑战。进行了静态和动态实验,以验证我们提出的封装压电致动器的速率相关特性,包括预载相关,频率相关和幅度相关的特性。为了准确地预测EPA输出相对于驱动电压的磁滞位移,提出了Bouc-Wen模型。建立了相应的参数识别方法来识别建议的Bouc-wen模型的参数。为了评估所提出的模型和参数识别方法的有效性,实施了实验系统。结果表明,建议的Bouc-Wen数学模型预测的输出位移可以很好地匹配实测数据。提出的Bouc-wen模型的最大绝对误差,相对误差和归一化总误差分别为0.548um,4.26%和0.0583,这表明所提出的Bouc-Wen模型可以很好地描述压电致动器的磁滞特性。

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