Speed controller of induction motor using neural network
Direct torque control based on neural network of an induction motor was presented in this paper. The neural network was trained for a speed controller. The complete proposed neural network based direct torque control scheme of induction motor as well as the generic direct torque control scheme is si...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Published: |
2014
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/5566/ http://eprints.uthm.edu.my/5566/1/Speed_Controller_of_Induction_Motor.pdf |
| Summary: | Direct torque control based on neural network of an
induction motor was presented in this paper. The neural network
was trained for a speed controller. The complete proposed neural
network based direct torque control scheme of induction motor
as well as the generic direct torque control scheme is simulated
using MATLAB. With the same speed and load torque reference,
the simulations of both methods are run simultaneously. The
acquired results compared with the conventional Proportional
Integral Derivative 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.
Simulation results are presented to highlight the validity of the
proposed method. |
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