Control of Induction Motor Drive Using Artificial Neural Networks

Osman, Ekram Hassabo Abaid; Supervisor,- Awadalla Taifour Ali

dc.contributor.author	Osman, Ekram Hassabo Abaid
dc.contributor.author	Supervisor,- Awadalla Taifour Ali
dc.date.accessioned	2014-05-11T11:36:20Z
dc.date.available	2014-05-11T11:36:20Z
dc.date.issued	2012-02-01
dc.identifier.citation	Osman,Ekram Hassabo Abaid .Control of Induction Motor Drive Using Artificial Neural Networks/Ekram Hassabo Abaid Osman;‫ Awadalla Taifour Ali.-Khartoum:Sudan University of Science and Technology,College of Engineering,2012.-69p. : ill. ; 28cm.-M.Sc.‬	en_US
dc.identifier.uri	http://repository.sustech.edu/handle/123456789/4899
dc.description	Thesis	en_US
dc.description.abstract	The three phase induction motor drive is a dynamic, nonlinear system and its difficult to controlled due to nonlinearity and 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 such as Conventional Proportional-Integral (PI) controller and Artificial Neural Networks (ANNs) controller. Using MATLAB/SIMULINK software, three phase induction motor model is built for the simulation studies. Also performance of the controllers has been verified through simulation using MATLAB/SIMULINK software. The ANNs is trained so that the speed of the drive tracking the reference speed. The ANNs controller enhances the performance and dynamics of the induction motor compared to 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	Electrical Engineering	en_US
dc.subject	Microprocessor and Electronic Control	en_US
dc.subject	Induction Motor Drive	en_US
dc.subject	Artificial Neural Networks	en_US
dc.title	Control of Induction Motor Drive Using Artificial Neural Networks	en_US
dc.title.alternative	‫التحكم في قيادة المحرك الحثي‬‫ باستخدام الشبكات العصبية الاصطناعية‬	en_US
dc.type	Thesis	en_US