Cargando…
Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter
Aiming at the problems of high cost, increased volume, low reliability, and environmental interference caused by sensor installation on permanent magnet synchronous motor, estimation method for motor speed and rotor position is proposed based on iterated cubature Kalman filter algorithm and applied...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452819/ https://www.ncbi.nlm.nih.gov/pubmed/31847726 http://dx.doi.org/10.1177/0036850419890272 |
_version_ | 1785095766411313152 |
---|---|
author | Peicheng, Shi Chen, Wang Rongyun, Zhang Suo, Wang |
author_facet | Peicheng, Shi Chen, Wang Rongyun, Zhang Suo, Wang |
author_sort | Peicheng, Shi |
collection | PubMed |
description | Aiming at the problems of high cost, increased volume, low reliability, and environmental interference caused by sensor installation on permanent magnet synchronous motor, estimation method for motor speed and rotor position is proposed based on iterated cubature Kalman filter algorithm and applied to permanent magnet synchronous motor sensorless control. First, discrete mathematical model of permanent magnet synchronous motor in α-β coordinate system is established. Then, based on cubature Kalman filter and iterated cubature Kalman filter, simulation model of sensorless vector control system with dual closed-loop of permanent magnet synchronous motor speed and current is established. Also, simulation verification of two working conditions with given rotation speed and load is carried out. Finally, hardware experimental verification platform is built based on TMS320F28335 chip. Both simulation analysis and experimental results show that iterated cubature Kalman filter application to sensorless control of permanent magnet synchronous motor demonstrates good anti-load variation interference, stable motor operation, high motor speed and rotor position estimation accuracy, which suits the application with high requirement for precise motor control and mean important reference value and promotion significance. |
format | Online Article Text |
id | pubmed-10452819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-104528192023-08-26 Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter Peicheng, Shi Chen, Wang Rongyun, Zhang Suo, Wang Sci Prog Original Manuscript Aiming at the problems of high cost, increased volume, low reliability, and environmental interference caused by sensor installation on permanent magnet synchronous motor, estimation method for motor speed and rotor position is proposed based on iterated cubature Kalman filter algorithm and applied to permanent magnet synchronous motor sensorless control. First, discrete mathematical model of permanent magnet synchronous motor in α-β coordinate system is established. Then, based on cubature Kalman filter and iterated cubature Kalman filter, simulation model of sensorless vector control system with dual closed-loop of permanent magnet synchronous motor speed and current is established. Also, simulation verification of two working conditions with given rotation speed and load is carried out. Finally, hardware experimental verification platform is built based on TMS320F28335 chip. Both simulation analysis and experimental results show that iterated cubature Kalman filter application to sensorless control of permanent magnet synchronous motor demonstrates good anti-load variation interference, stable motor operation, high motor speed and rotor position estimation accuracy, which suits the application with high requirement for precise motor control and mean important reference value and promotion significance. SAGE Publications 2019-12-17 /pmc/articles/PMC10452819/ /pubmed/31847726 http://dx.doi.org/10.1177/0036850419890272 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Manuscript Peicheng, Shi Chen, Wang Rongyun, Zhang Suo, Wang Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title | Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title_full | Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title_fullStr | Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title_full_unstemmed | Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title_short | Research on sensorless control method of permanent magnet synchronous motor based on iterated cubature Kalman filter |
title_sort | research on sensorless control method of permanent magnet synchronous motor based on iterated cubature kalman filter |
topic | Original Manuscript |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452819/ https://www.ncbi.nlm.nih.gov/pubmed/31847726 http://dx.doi.org/10.1177/0036850419890272 |
work_keys_str_mv | AT peichengshi researchonsensorlesscontrolmethodofpermanentmagnetsynchronousmotorbasedoniteratedcubaturekalmanfilter AT chenwang researchonsensorlesscontrolmethodofpermanentmagnetsynchronousmotorbasedoniteratedcubaturekalmanfilter AT rongyunzhang researchonsensorlesscontrolmethodofpermanentmagnetsynchronousmotorbasedoniteratedcubaturekalmanfilter AT suowang researchonsensorlesscontrolmethodofpermanentmagnetsynchronousmotorbasedoniteratedcubaturekalmanfilter |