Speed control of induction motor without rotational transducers
Author | Ben-Brahim, Lazhar |
Author | Tadakuma, Susumu |
Author | Akdag, Alper |
Available date | 2022-11-24T08:05:38Z |
Publication Date | 1999-07 |
Publication Name | IEEE Transactions on Industry Applications |
Identifier | http://dx.doi.org/10.1109/28.777193 |
Citation | Ben-Brahim, L., Tadakuma, S., & Akdag, A. (1999). Speed control of induction motor without rotational transducers. IEEE Transactions on Industry Applications, 35(4), 844-850. |
ISSN | 0093-9994 |
Abstract | This paper describes a newly developed speed sensorless drive based on neural networks. A backpropagation neural network is used to provide real-time adaptive identification of the motor speed. The estimation objective is the sum of squared errors between a target trajectory and the neural network model output. A backpropagation algorithm is used to adjust the motor speed, so that the neural model output follows the target trajectory. Backpropagation forces the estimated speed to follow precisely the actual motor speed. The zero-speed crossing phenomena is also described, and experimental results are presented and analyzed. |
Language | en |
Publisher | IEEE |
Subject | Speed control Electric drives Zero speed crossing phenomena Backpropagation |
Type | Article |
Pagination | 844-850 |
Issue Number | 4 |
Volume Number | 35 |
ESSN | 1939-9367 |
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Electrical Engineering [2647 items ]