International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 4, No 3: September 2014

Speed Tracking of Field Oriented Control Permanent Magnet Synchronous Motor Using Neural Network

Wahyu Mulyo Utomo (Universiti Tun Hussein Onn Malaysia)
Nooradzianie Muhammad Zin (Universiti Tun Hussein Onn Malaysia)
Zainal Alam Haron (Universiti Tun Hussein Onn Malaysia)
Sy Yi Sim (Universiti Tun Hussein Onn Malaysia)
Azuwien Aida Bohari (Universiti Tun Hussein Onn Malaysia)
Roslina Mat Ariff (Universiti Tun Hussein Onn Malaysia)
Dirman Hanafi (Universiti Tun Hussein Onn Malaysia)



Article Info

Publish Date
01 Sep 2014

Abstract

The field oriented control theory and space vector pulse width modulation technique make a permanent magnet synchronous motor can achieve the performance as well as a DC motor. However, due to the nonlinearity of the permanent magnet synchronous motor drive characteristics, it is difficult to control by using conventional proportional-integral-derivative controller. By this reason in this paper an online neural network controller for the permanent magnet synchronous motor is proposed. The controller is designed to tracks variations of speed references and also during load disturbance. The effectiveness of the proposed method is verified by develop simulation model in MATLAB-simulink program. The simulation results show that the proposed controller can reduce the overshoot, settling time and rise time. It can be concluded that the performance of the controller is improved.DOI: http://dx.doi.org/10.11591/ijpeds.v4i3.5941

Copyrights © 2014






Journal Info

Abbrev

IJPEDS

Publisher

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...