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An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup
To realize permanent magnet synchronous motor (PMSM) in the full speed domain without speed sensor operation, a hybrid control method combining I/F startup and extended Kalman filter (EKF) is proposed in this paper. This method employs I/F startup to transition at low speed, effectively resolving th...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861642/ https://www.ncbi.nlm.nih.gov/pubmed/36679431 http://dx.doi.org/10.3390/s23020635 |
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author | Ning, Bowen Zhao, Yiheng Cheng, Shimin |
author_facet | Ning, Bowen Zhao, Yiheng Cheng, Shimin |
author_sort | Ning, Bowen |
collection | PubMed |
description | To realize permanent magnet synchronous motor (PMSM) in the full speed domain without speed sensor operation, a hybrid control method combining I/F startup and extended Kalman filter (EKF) is proposed in this paper. This method employs I/F startup to transition at low speed, effectively resolving the issue that the position estimation method based on the back electromotive force (EMF) model fails at zero speed and low speed, and converts to EKF for speed closed-loop vector control at medium and high speed. Moreover, a new feedback regulation mechanism as a solution to the problem of smooth switching between the two methods is proposed. First, the power angle is determined based on the relationship between the given I/F frequency and the estimated EKF position angle. Using the information of power angle, the damping torque of the system is increased to reduce velocity fluctuations during I/F startup. In addition, the balance point of current and position error angle is adjusted using the closed-loop information of position error angle to reduce the torque abrupt change before and after switching, thereby making the motor switching process to EKF speed closed-loop control more stable. Finally, simulation results are used to verify the effectiveness of the proposed scheme. |
format | Online Article Text |
id | pubmed-9861642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98616422023-01-22 An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup Ning, Bowen Zhao, Yiheng Cheng, Shimin Sensors (Basel) Article To realize permanent magnet synchronous motor (PMSM) in the full speed domain without speed sensor operation, a hybrid control method combining I/F startup and extended Kalman filter (EKF) is proposed in this paper. This method employs I/F startup to transition at low speed, effectively resolving the issue that the position estimation method based on the back electromotive force (EMF) model fails at zero speed and low speed, and converts to EKF for speed closed-loop vector control at medium and high speed. Moreover, a new feedback regulation mechanism as a solution to the problem of smooth switching between the two methods is proposed. First, the power angle is determined based on the relationship between the given I/F frequency and the estimated EKF position angle. Using the information of power angle, the damping torque of the system is increased to reduce velocity fluctuations during I/F startup. In addition, the balance point of current and position error angle is adjusted using the closed-loop information of position error angle to reduce the torque abrupt change before and after switching, thereby making the motor switching process to EKF speed closed-loop control more stable. Finally, simulation results are used to verify the effectiveness of the proposed scheme. MDPI 2023-01-05 /pmc/articles/PMC9861642/ /pubmed/36679431 http://dx.doi.org/10.3390/s23020635 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ning, Bowen Zhao, Yiheng Cheng, Shimin An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title | An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title_full | An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title_fullStr | An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title_full_unstemmed | An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title_short | An Improved Sensorless Hybrid Control Method of Permanent Magnet Synchronous Motor Based on I/F Startup |
title_sort | improved sensorless hybrid control method of permanent magnet synchronous motor based on i/f startup |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861642/ https://www.ncbi.nlm.nih.gov/pubmed/36679431 http://dx.doi.org/10.3390/s23020635 |
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