Sensorless control of induction motors by artificial neural networks

被引：10

作者：

Heredia, JR ^{[1
]}

Hidalgo, FP

Paz, JLD

机构：

[1] Univ Malaga, Dept Tecnol Elect, Malaga 29013, Spain

[2] Univ Malaga, Dept Ingn Elect, Malaga 29013, Spain

来源：

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS | 2001年 / 48卷 / 05期

关键词：

artificial neural networks; induction motors; sensorless control;

D O I：

10.1109/41.954569

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 [计算机科学与技术];

摘要：

In this letter, we propose a voltage-source inverter control working in the open loop of an induction motor measuring the stator current and using an artificial neural network. This technique has the mission to estimate the speed and torque of the rotor without using sensors. With this, a simple and cheap method of control is obtained, with as much precision and robustness as other more complex ones.

引用

页码：1038 / 1040

页数：3