NDLI: Design and Real-Time Implementation of an Internal Model Speed Control for an Induction Motor

Content Provider	IEEE Xplore Digital Library
Author	Mohamed, H.A.F. Yang, S.S. Moghavvemi, M.
Copyright Year	2008
Description	Author affiliation: Centre for Res. in Appl. Electron. (CRAE), Univ. of Malaya, Kuala Lumpur (Mohamed, H.A.F.; Yang, S.S.; Moghavvemi, M.)
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.
Starting Page	477
Ending Page	482
File Size	3390538
Page Count	6
File Format	PDF
ISBN	9781424416752
DOI	10.1109/RAMECH.2008.4681457
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Velocity control Induction motors Inverse problems Neural networks Nonlinear control systems Adaptive control Power system modeling Uncertainty Artificial neural networks Control system synthesis induction motor speed control ANN system identification inverse model
Content Type	Text
Resource Type	Article

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