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A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO
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 mathematica...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622428/ https://www.ncbi.nlm.nih.gov/pubmed/37919348 http://dx.doi.org/10.1038/s41598-023-45891-w |
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author | Liu, Xin Qu, Hongyi Meng, Lingwei Huang, Chuangxin Chen, Qi Wang, Qiuliang |
author_facet | Liu, Xin Qu, Hongyi Meng, Lingwei Huang, Chuangxin Chen, Qi Wang, Qiuliang |
author_sort | Liu, Xin |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10622428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106224282023-11-04 A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO Liu, Xin Qu, Hongyi Meng, Lingwei Huang, Chuangxin Chen, Qi Wang, Qiuliang Sci Rep Article 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. Nature Publishing Group UK 2023-11-02 /pmc/articles/PMC10622428/ /pubmed/37919348 http://dx.doi.org/10.1038/s41598-023-45891-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Xin Qu, Hongyi Meng, Lingwei Huang, Chuangxin Chen, Qi Wang, Qiuliang A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title | A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title_full | A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title_fullStr | A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title_full_unstemmed | A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title_short | A sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the GAPSO |
title_sort | sliding mode control of the bearingless permanent magnet slice motor for the blood pump based on the gapso |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622428/ https://www.ncbi.nlm.nih.gov/pubmed/37919348 http://dx.doi.org/10.1038/s41598-023-45891-w |
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