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A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter

The performance of sensorless control in a permanent magnet synchronous machine (PMSM) highly depends on the accuracy of rotor position estimation. Owing to its strong robustness, phase-locked loop (PLL) is widely used in rotor position estimation. However, due to the influence of harmonics existing...

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Detalles Bibliográficos
Autores principales: Yu, Linxin, Wang, Dazhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309566/
https://www.ncbi.nlm.nih.gov/pubmed/34300405
http://dx.doi.org/10.3390/s21144667
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author Yu, Linxin
Wang, Dazhi
author_facet Yu, Linxin
Wang, Dazhi
author_sort Yu, Linxin
collection PubMed
description The performance of sensorless control in a permanent magnet synchronous machine (PMSM) highly depends on the accuracy of rotor position estimation. Owing to its strong robustness, phase-locked loop (PLL) is widely used in rotor position estimation. However, due to the influence of harmonics existing in back electromotive force (EMF), estimation error occurs by using PLL. In this paper, a hybrid filtering stage-based PLL is proposed to improve the rotor position estimation. Adaptive notch filters and moving average filters are integrated together to eliminate harmonic EMF. To make the method effective under varying speed conditions, adaptive parameters design guidelines are provided, considering dynamic performance under a wide operating range. The proposed method can accurately detect rotor position even under harmonic EMF disturbances. It can also adjust the frequency adaptively based on the rotating speed of the rotor, which means the estimation performance is not deteriorated under rotating speed changing conditions. The simulation results verify the effectiveness of the proposed method.
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spelling pubmed-83095662021-07-25 A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter Yu, Linxin Wang, Dazhi Sensors (Basel) Article The performance of sensorless control in a permanent magnet synchronous machine (PMSM) highly depends on the accuracy of rotor position estimation. Owing to its strong robustness, phase-locked loop (PLL) is widely used in rotor position estimation. However, due to the influence of harmonics existing in back electromotive force (EMF), estimation error occurs by using PLL. In this paper, a hybrid filtering stage-based PLL is proposed to improve the rotor position estimation. Adaptive notch filters and moving average filters are integrated together to eliminate harmonic EMF. To make the method effective under varying speed conditions, adaptive parameters design guidelines are provided, considering dynamic performance under a wide operating range. The proposed method can accurately detect rotor position even under harmonic EMF disturbances. It can also adjust the frequency adaptively based on the rotating speed of the rotor, which means the estimation performance is not deteriorated under rotating speed changing conditions. The simulation results verify the effectiveness of the proposed method. MDPI 2021-07-07 /pmc/articles/PMC8309566/ /pubmed/34300405 http://dx.doi.org/10.3390/s21144667 Text en © 2021 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
Yu, Linxin
Wang, Dazhi
A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title_full A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title_fullStr A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title_full_unstemmed A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title_short A Hybrid Filtering Stage-Based Rotor Position Estimation Method of PMSM with Adaptive Parameter
title_sort hybrid filtering stage-based rotor position estimation method of pmsm with adaptive parameter
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309566/
https://www.ncbi.nlm.nih.gov/pubmed/34300405
http://dx.doi.org/10.3390/s21144667
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