Pengaturan Kecepatan Motor Induksi Tanpa Sensor Kecepatan Dengan Metoda Direct Torque Control Menggunakan Observer Recurrent Neural Network

Epyk Sunarno • Soebagio Soebagio • Mauridhi Heri Purnomo
Journal article Jurnal Teknik Elektro Universitas Kristen Petra • September 2008 Indonesia

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(Bahasa Indonesia, 8 pages)

Abstract

This paper describes about development of sensorless control for three phase induction motor speed which is operated by Direct Torque Control (DTC). Induction motor speed is identified by an Observer. Current supply and Stator Voltage are ruquired by Observer to gain Motor Speed Estimation. Observer for motor speed identification is developed using Artificial Neural Network (ANN) Method and Recurrent Neural Network (RNN) learning algorithm. The simulation results using MathLab/Simulink show that on PI controller with Recurrent Neural Network (RNN) observer, there are the overshoot 7,0224%, rise time 0,0125 second and settling time 0,364 second with reference speed 77,9743 rad./sec.

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Jurnal Teknik Elektro Universitas Kristen Petra

Jurnal Teknik Elektro Universitas Kristen Petra is published biannually, in May and September, by... see more