跳到主要导航 跳到搜索 跳到主要内容

A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO

  • Xin Liu
  • , Hongyi Qu
  • , Lingwei Meng
  • , Chuangxin Huang
  • , Qi Chen
  • , Qiuliang Wang
  • Ganjiang Innovation Academy
  • University of Science and Technology of China
  • CAS - Institute of Electrical Engineering

科研成果: 期刊稿件 › 文章 › 同行评审

10 引用 (Scopus)

摘要

In this paper, we proposed a sliding mode control method for the bearingless permanent magnet slice motor for the blood pump based on the genetic particle swarm algorithm, which aims to solve the problems of strong coupling, strong interference, nonlinearity and uncertainty. Firstly, the mathematical model of rotor torque and suspension force of the bearingless permanent magnet slice motor is established. Secondly, the structure of sliding mode observer is deduced by designing sliding mode surface and control law. And, the performance parameters of sliding mode observer are optimized by the genetic particle swarm optimization algorithm. Thirdly, electromagnetic torque and suspension force control under this control method is studied by Simulink. Finally, the control method is applied to the control of the blood flow of the blood pump, and the rotation speed can effectively control the blood flow. The results indicate that compared with PID control and traditional sliding mode control methods, the sliding mode control method optimized by the genetic particle swarm optimization algorithm greatly improves the control performance of bearingless permanent magnet slice motor. The results show that the blood flow can meet expectations with a small error, which fully meets the blood perfusion requirements of the blood pump.

源语言英语
期刊论文编号18929
期刊Scientific Reports
卷13
期1
DOI
出版状态已出版 - 12月 2023

学术指纹

探究 'A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO' 的科研主题。它们共同构成独一无二的学术指纹。

引用此