Improved sliding mode observer PMSM speed sensorless control based on two-stage filter
Aimed at the problem of position estimation error and buffeting caused by sliding mode observer in permanent magnet synchronous motor (PMSM) servo system, an improved two-stage filter sliding mode observer was proposed. Firstly, according to the mathematical model of PMSM, the estimation algorithm o...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Journal of XPU
2024-02-01
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| Series: | Xi'an Gongcheng Daxue xuebao |
| Subjects: | |
| Online Access: | http://journal.xpu.edu.cn/en/#/digest?ArticleID=1428 |
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| Summary: | Aimed at the problem of position estimation error and buffeting caused by sliding mode observer in permanent magnet synchronous motor (PMSM) servo system, an improved two-stage filter sliding mode observer was proposed. Firstly, according to the mathematical model of PMSM, the estimation algorithm of stator current and back electromotive force using traditional sliding mode observer was designed. Secondly, the shortcomings of traditional sliding mode observer in the application of PMSM servo system were analyzed. Then, a new saturation function was proposed to replace the traditional symbolic function, and the sliding mode observer control law was improved. Finally, a two-stage filter composed of variable cutoff frequency filter and Kalman filter was used to obtain more accurate position estimation information of PMSM rotor. The system with traditional observer and the system with improved observer were simulated with Matlab respectively. The simulation results show that compared with the PMSM servo system with traditional observer, the rotational speed error of the PMSM servo system with improved observer is smaller and the estimation results are more accurate. |
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| ISSN: | 1674-649X |