DocumentCode :
2373754
Title :
Control of multi-DOF ultrasonic motor using neural network based inverse model
Author :
Takemura, Kenjiro ; Maeno, Takashi
Author_Institution :
Dept. of Mech. Eng., Keio Univ., Yokohama, Japan
Volume :
3
fYear :
2002
fDate :
2002
Firstpage :
2187
Abstract :
A multi-DOF ultrasonic motor developed by the authors is capable of generating 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, light weight 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, an inverse model of the multi-DOF ultrasonic motor is developed using our prior knowledge in ultrasonic motors and neural network technique in order to deal with the redundancy and non-linearity of driving characteristics. Second, a novel control method using the inverse model is proposed. Then, motion control tests 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.
Keywords :
control nonlinearities; inverse problems; machine control; neurocontrollers; redundancy; ultrasonic motors; US motor; bar-shaped stator; driving characteristic nonlinearity; driving characteristic redundancy; inverse model; multi-DOF motion unit; multi-DOF ultrasonic motor control; neural network based inverse model; orthogonal natural vibrations; spherical rotor; Actuators; Electromagnetic forces; Inverse problems; Motion control; Neural networks; Reluctance motors; Rotors; Stators; Synchronous motors; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
Type :
conf
DOI :
10.1109/IRDS.2002.1041592
Filename :
1041592
Link To Document :
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