Sensorless Control of PMSM Drive using Neural Network Observer

被引：0

作者：

Hussain, Shoeb ^{[1
]}

Bazaz, Mohammad Abid ^{[1
]}

机构：

[1] NIT, Dept Elect Engn, Srinagar, Jammu & Kashmir, India

来源：

PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016) | 2016年

关键词：

PMSM; ANN; Observer; SMC; Vector Control; MOTOR;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

In this paper a Neural Network Observer is designed for sensorless vector control of a PMSM drive. The Neural network observer is designed to give the estimate of speed and position using direct and quadrature current and voltage components. The proposed Neural Network Observer design provides robust estimation of speed. The neural network offers advantage in terms of reduced mathematical computations. Also a sliding mode controller (SMC) controls the speed in the drive. Using the SMC controller, the drive gives an improved performance irrespective of the load variations. Simulation of a PMSM drive is carried out in MATLAB/Simulink environment and presented in this paper subject to system disturbances, variations in speed and load.

引用

页数：5

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