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Induction Motor Drive Based Neural Network Direct Torque Control

  • Sy Yi Sim
  • Wahyu Mulyo Utomo
  • Zainal Alam Haron
  • Azuwien Aida Bohari
  • Nooradzianie Muhd. Zin
  • Roslina Mat Ariff
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 253)

Abstract

A neural network based direct torque control of an induction motor was presented in this paper. The paper trained a neural network for speed controller of the machine to use in the feed-back loop of the control system. The description of the control system, training procedure of the neural network is given in this paper. The complete neural network based direct torque control scheme of induction motor drive is simulated using MATLAB. The acquired results compared with the conventional direct torque control reveal the effectiveness of the neural network based direct torque control schemes of induction motor drives. The proposed scheme improved the performance of transient response by reduces the overshoot. The validity of the proposed method is verified by the simulation results.

Keywords

Induction motor drive Direct torque control Neural network control 

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Copyright information

© Springer Science+Business Media Dordrecht 2013

Authors and Affiliations

  • Sy Yi Sim
    • 1
  • Wahyu Mulyo Utomo
    • 1
  • Zainal Alam Haron
    • 1
  • Azuwien Aida Bohari
    • 1
  • Nooradzianie Muhd. Zin
    • 1
  • Roslina Mat Ariff
    • 2
  1. 1.Electrical Power Department, Faculty of Electrical and Electronic EngineeringUniversiti Tun Hussein Onn MalaysiaParit Raja, Batu PahatMalaysia
  2. 2.Robotic and Mechatronic Department, Faculty of Electrical and Electronic EngineeringUniversiti Tun Hussein Onn MalaysiaParit Raja, Batu PahatMalaysia

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