Speed sensorless control of ultrasonic motors using neural network

被引：1
|
作者：
Senjyu, T [1 ]
Yoshida, T [1 ]
Uezato, K [1 ]
Urasaki, N [1 ]
Panda, SK [1 ]
机构：
[1] Univ Ryukyus, Fac Engn, Okinawa 9030213, Japan
来源：
IECON'03: THE 29TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1 - 3, PROCEEDINGS | 2003年
关键词：
D O I：
10.1109/IECON.2003.1280003
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a speed sensorless control for ultrasonic motors using a neural network. In the proposed method, a three-layered NN is used with offline training. The drive frequency, the root mean square value of input voltage and the surface temperature of USM are used as the inputs of NN for speed estimator. The validity of the proposed method is confirmed by experimental results.
引用
收藏
页码：335 / 340
页数：6
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