Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview
Online parameter estimation of permanent magnet synchronous machines is critical for improving their control performance and operational reliability. This paper provides an overview of the recent achievements of online parameter estimation of PMSMs with examples. The critical issues in parameter est...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9402773/ |
| _version_ | 1818942045089169408 |
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| author | Z. Q. Zhu Dawei Liang Kan Liu |
| author_facet | Z. Q. Zhu Dawei Liang Kan Liu |
| author_sort | Z. Q. Zhu |
| collection | DOAJ |
| description | Online parameter estimation of permanent magnet synchronous machines is critical for improving their control performance and operational reliability. This paper provides an overview of the recent achievements of online parameter estimation of PMSMs with examples. The critical issues in parameter estimation are firstly analysed, especially the rank-deficient issue and inverter nonlinearities. Then, the state-of-the-art online parameter estimation modelling techniques are reviewed and assessed. Finally, some typical applications and examples are outlined, e.g. estimation of mechanical parameters, improvement of sensored and sensorless control performance, thermal condition monitoring, and fault diagnosis, together with future research trends. |
| first_indexed | 2024-12-20T07:05:11Z |
| format | Article |
| id | doaj.art-d72df6462d024764b66ccce0be77323f |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-20T07:05:11Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-d72df6462d024764b66ccce0be77323f2022-12-21T19:49:04ZengIEEEIEEE Access2169-35362021-01-019590595908410.1109/ACCESS.2021.30729599402773Online Parameter Estimation for Permanent Magnet Synchronous Machines: An OverviewZ. Q. Zhu0https://orcid.org/0000-0001-7175-3307Dawei Liang1https://orcid.org/0000-0002-1574-9810Kan Liu2https://orcid.org/0000-0002-3998-7194Department of Electronic and Electrical Engineering, The University of Sheffield, Sheffield, U.K.Department of Electronic and Electrical Engineering, The University of Sheffield, Sheffield, U.K.College of Mechanical and Vehicle Engineering, Hunan University, Changsha, ChinaOnline parameter estimation of permanent magnet synchronous machines is critical for improving their control performance and operational reliability. This paper provides an overview of the recent achievements of online parameter estimation of PMSMs with examples. The critical issues in parameter estimation are firstly analysed, especially the rank-deficient issue and inverter nonlinearities. Then, the state-of-the-art online parameter estimation modelling techniques are reviewed and assessed. Finally, some typical applications and examples are outlined, e.g. estimation of mechanical parameters, improvement of sensored and sensorless control performance, thermal condition monitoring, and fault diagnosis, together with future research trends.https://ieeexplore.ieee.org/document/9402773/Condition monitoringcontrol performanceelectrical parameterfault diagnosismechanical parameteronline parameter estimation |
| spellingShingle | Z. Q. Zhu Dawei Liang Kan Liu Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview IEEE Access Condition monitoring control performance electrical parameter fault diagnosis mechanical parameter online parameter estimation |
| title | Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview |
| title_full | Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview |
| title_fullStr | Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview |
| title_full_unstemmed | Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview |
| title_short | Online Parameter Estimation for Permanent Magnet Synchronous Machines: An Overview |
| title_sort | online parameter estimation for permanent magnet synchronous machines an overview |
| topic | Condition monitoring control performance electrical parameter fault diagnosis mechanical parameter online parameter estimation |
| url | https://ieeexplore.ieee.org/document/9402773/ |
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