Speed tracking of indirect field oriented control induction motor using neural network

Boharia, Azuwien Aida and Utomoa, Wahyu Mulyo and Harona, Zainal Alam and Muhd. Zina, Nooradzianie and Sy , Yi Sima and Mat Ariffa, Roslina (2013) Speed tracking of indirect field oriented control induction motor using neural network. In: 4th International Conference on Electrical Engineering and Informatics (ICEEI 2013), 24-25 June 2013, Universiti Kebangsaan Malaysia.

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Abstract

Development of a neural network (NN) based indirect field oriented control (IFOC) of induction motor (IM) drive is presented in this paper. The neural network indirect field oriented control (NNIFOC) is designed to generate signal of quadrature current, hence the motor speed will follow the reference speed value. The simulation model using Matlab/Simulink was developed to validate the effectiveness of the proposed controller. The simulation results show that the proposed NNIFOC schemes of IM drive is more effective and found to be a proper replacement of the proportional integral derivative (PID) controller.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:induction motor; indirect field oriented control; neural network controller
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK2000-2891 Dynamoelectric machinery and auxiliaries
Divisions:Faculty of Electrical and Electronic Engineering > Department of Electrical Power Engineerings
ID Code:4095
Deposited By:Normajihan Abd. Rahman
Deposited On:28 Aug 2013 10:30
Last Modified:28 Aug 2013 10:30

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