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AuthorBen-Brahim, Lazhar
AuthorTadakuma, Susumu
AuthorAkdag, Alper
Available date2022-11-24T08:05:38Z
Publication Date1999-07
Publication NameIEEE Transactions on Industry Applications
Identifierhttp://dx.doi.org/10.1109/28.777193
CitationBen-Brahim, L., Tadakuma, S., & Akdag, A. (1999). Speed control of induction motor without rotational transducers. IEEE Transactions on Industry Applications, 35(4), 844-850.
ISSN0093-9994
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=0032593040&origin=inward
URIhttp://hdl.handle.net/10576/36667
AbstractThis 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.
Languageen
PublisherIEEE
SubjectSpeed control
Electric drives
Zero speed crossing phenomena
Backpropagation
TitleSpeed control of induction motor without rotational transducers
TypeArticle
Pagination844-850
Issue Number4
Volume Number35
ESSN1939-9367
dc.accessType Abstract Only


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