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Please use this identifier to cite or link to this item: https://repository.sustech.edu/handle/123456789/14708
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dc.contributor.authorAli, Taifour
dc.contributor.authorAbbas, Abdelaziz Y. M.
dc.contributor.authorOsman, Ekram Hassabo Abaid
dc.date.accessioned2016-11-23T11:00:24Z
dc.date.available2016-11-23T11:00:24Z
dc.date.issued2013-11-04
dc.identifier.citationAli, Taifour . Control of Induction Motor Drive using Artificial Neural Network \ Taifour Ali .- Khartoum : Sudan University of Science and Technology , college of Engineering , 2013 .- 14 p:ill.-Articleen_US
dc.identifier.urihttp://repository.sustech.edu/handle/123456789/14708
dc.descriptionArticleen_US
dc.description.abstractThe induction motor drive is a dynamic nonlinear system with uncertainty in the machine parameters. The aim of this study is to improve tracking performance of the induction motor drive. A method for controlling induction motor drive is presented with conventional Proportional-Integral (PI) controller and Artificial Neural Networks (ANNs) controller. MATLAB/SIMULINK software is used to develop a three phase induction motor model. Also the performances of the two controllers have been verified. The ANN is trained so that the speed of the drive tracks the reference speed. It is found that with the use of the ANN controller the performance and dynamics of the induction motor are enhanced as compared with that of a conventional PI controller.en_US
dc.description.sponsorshipSudan University of Science and Technologyen_US
dc.language.isoenen_US
dc.publisherSudan University of Science and Technologyen_US
dc.subjectEngineeringen_US
dc.subjectArtificial Neural Networksen_US
dc.subjectControlen_US
dc.subjectP.W.M (Pulse Width Modulation)en_US
dc.subjectBack propagationen_US
dc.subjectvector controlen_US
dc.titleControl of Induction Motor Drive using Artificial Neural Networken_US
dc.typeArticleen_US
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