DocumentCode
3484616
Title
Design and Real-Time Implementation of an Internal Model Speed Control for an Induction Motor
Author
Mohamed, Haider A F ; Yang, S.S. ; Moghavvemi, M.
Author_Institution
Centre for Res. in Appl. Electron. (CRAE), Univ. of Malaya, Kuala Lumpur
fYear
2008
fDate
21-24 Sept. 2008
Firstpage
477
Lastpage
482
Abstract
This paper carries out the design and real time implementation of an internal model controller (IMC) to control the speed of an induction motor and precisely a squirrel cage type. The scheme in this paper is constructed using a model and a controller both being artificial neural network (ANN) based. This ANN-based control scheme has been chosen because of its ability to handle the strong nonlinearities of the induction motor. The performance of the controller is tested by applying different types of input signals as well as load torque disturbances. Whether loaded or unloaded, the proposed internal model controller has proved to achieve high performance and accuracy.
Keywords
angular velocity control; control nonlinearities; design engineering; machine control; neurocontrollers; squirrel cage motors; torque; ANN-based control scheme; artificial neural network; induction motor nonlinearities; internal model speed control; load torque disturbances; real-time implementation; squirrel cage type; Adaptive control; Artificial neural networks; Control system synthesis; Induction motors; Inverse problems; Neural networks; Nonlinear control systems; Power system modeling; Uncertainty; Velocity control; ANN; induction motor speed control; inverse model; system identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics, Automation and Mechatronics, 2008 IEEE Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-1675-2
Electronic_ISBN
978-1-4244-1676-9
Type
conf
DOI
10.1109/RAMECH.2008.4681457
Filename
4681457
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