Speed Sensorless Control of Ultrasonic Motors Using Neural Network

Please use this identifier to cite or link to this item: https://doi.org/10.1109/IECON.2003.1280003

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
Citation:	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. https://doi.org/10.1109/IECON.2003.1280003
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)
URI:	http://scholarbank.nus.edu.sg/handle/10635/71842
DOI:	10.1109/IECON.2003.1280003
Appears in Collections:	Staff Publications

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