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首页> 外文期刊>Journal of robotics and mechatronics >Method for Controlling Multi-DOF Ultrasonic Motor Using Neural Network
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Method for Controlling Multi-DOF Ultrasonic Motor Using Neural Network

机译:神经网络的多自由度超声波电机控制方法

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摘要

A multi-DOF ultrasonic motor developed by the authors can generate multi-DOF rotation of a spherical rotor using three orthogonal natural vibrations of a bar-shaped stator. The ultrasonic motor is suitable for making small, lightweight and simple multi-DOF motion unit. In the present paper, a control methodology for the multi-DOF ultrasonic motor is proposed and a motion control test using the method is conducted. First, we develop an inverse model of the multi-DOF ultrasonic motor using our prior knowledge of ultrasonic motors and neural network technique in order to deal with the redundancy and non-linearity of the driving characteristics. Second, we propose a novel control method using the inverse model. Then, numerical simulation and motion control test are conducted to confirm the ability of the proposed control method. The results confirm that the rotor can be rotated around arbitrary rotational axis using the inverse model, and that the proposed control method does work successfully.
机译:作者开发的多自由度超声波电动机可以利用条形定子的三个正交自然振动来产生球形转子的多自由度旋转。超声波马达适用于制造小型,轻巧和简单的多自由度运动单元。本文提出了一种多自由度超声电机的控制方法,并进行了运动控制试验。首先,我们利用超声电机的先验知识和神经网络技术,开发了一个多自由度超声电机的逆模型,以应对驱动特性的冗余和非线性。其次,我们提出了一种使用逆模型的新型控制方法。然后,进行数值模拟和运动控制测试,以确认所提出的控制方法的能力。结果证明,使用逆模型可以使转子绕任意旋转轴旋转,并且所提出的控制方法确实可以成功地工作。

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