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Title: Speed Sensorless Control of Ultrasonic Motors Using Neural Network
Authors: Senjyu, T.
Yoshida, T.
Uezato, K.
Urasaki, N.
Panda, S.K. 
Issue Date: 2003
Source: Senjyu, T., Yoshida, T., Uezato, K., Urasaki, N., Panda, S.K. (2003). Speed Sensorless Control of Ultrasonic Motors Using Neural Network. IECON Proceedings (Industrial Electronics Conference) 1 : 335-340. ScholarBank@NUS Repository.
Abstract: 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.
Source Title: IECON Proceedings (Industrial Electronics Conference)
DOI: 10.1109/IECON.2003.1280003
Appears in Collections:Staff Publications

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