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一种卡尔曼滤波器的永磁同步电机无速度传感器

张海刚 张磊 王步来 叶银忠 万衡 徐兵

电机与控制应用2017,Vol.44Issue(7):20-25,6.
电机与控制应用2017,Vol.44Issue(7):20-25,6.

一种卡尔曼滤波器的永磁同步电机无速度传感器

Sensorless Control Method of Permanent Magnet Synchronous Motor Based on Kalman Filter

张海刚 1张磊 1王步来 1叶银忠 1万衡 1徐兵1

作者信息

  • 1. 上海应用技术大学轨道交通学院,上海201418
  • 折叠

摘要

Abstract

Aimed at problems of high frequency ripple component exists permanent magnet synchronous motor (PMSM) parameter error caused by the sliding mode observer estimation error and counter electromotive force.However,a low-pass filter cannot eliminate the high frequency ripple,Therefore,the introduction of the Kalman filter to eliminate high-frequency ripple,making permanent magnet synchronous motor control system had better steady state performance and dynamic response.Then a MATLAB platform was built to validate this method,the experimental results showed that after the increase in the Kalman filter sliding mode observer not only robust,and to some extent inhibited the buffeting,there was some increase in the rapid and dynamic performance.

关键词

卡尔曼滤波器/无速度传感器/永磁同步电机/滑模观测器

Key words

Kalman filter/sensorless/permanent magnet synchronous motor (PMSM)/sliding mode observer (SMO)

分类

信息技术与安全科学

引用本文复制引用

张海刚,张磊,王步来,叶银忠,万衡,徐兵..一种卡尔曼滤波器的永磁同步电机无速度传感器[J].电机与控制应用,2017,44(7):20-25,6.

基金项目

国家自然科学基金资助项目(61374132) (61374132)

电机与控制应用

OACSTPCD

1673-6540

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