Control of Induction Motor Drive using Artificial Neural Network

Ali, Taifour; Abbas, Abdelaziz Y. M.; Osman, Ekram Hassabo Abaid

dc.contributor.author	Ali, Taifour
dc.contributor.author	Abbas, Abdelaziz Y. M.
dc.contributor.author	Osman, Ekram Hassabo Abaid
dc.date.accessioned	2016-11-23T11:00:24Z
dc.date.available	2016-11-23T11:00:24Z
dc.date.issued	2013-11-04
dc.identifier.citation	Ali, 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.-Article	en_US
dc.identifier.uri	http://repository.sustech.edu/handle/123456789/14708
dc.description	Article	en_US
dc.description.abstract	The 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.sponsorship	Sudan University of Science and Technology	en_US
dc.language.iso	en	en_US
dc.publisher	Sudan University of Science and Technology	en_US
dc.subject	Engineering	en_US
dc.subject	Artificial Neural Networks	en_US
dc.subject	Control	en_US
dc.subject	P.W.M (Pulse Width Modulation)	en_US
dc.subject	Back propagation	en_US
dc.subject	vector control	en_US
dc.title	Control of Induction Motor Drive using Artificial Neural Network	en_US
dc.type	Article	en_US