Identification of Rotor Position of Permanent Magnet Spherical Motor Based on Compressed Sensing

被引:3
|
作者
Mi, Menglai [1 ]
Che, Yanbo [1 ]
Li, Hongfeng [2 ]
Zhao, Shidong [3 ,4 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
[3] Tianjin Univ, Tianjin 300072, Peoples R China
[4] Tianjin Univ, Tianjin, Peoples R China
关键词
Compressed sensing; Hall sensor; perma-nent magnet spherical motor (PMSM); position identifica-tion; DESIGN; ORIENTATION;
D O I
10.1109/TII.2022.3225017
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
accurate identification of the rotor posi-tion of permanent magnet spherical motor (PMSM) is cru-cial to its closed-loop control. A novel method for rotor position identification of the PMSM based on compressive sensing is proposed, which can obtain accurate rotor po-sition by a limited number of Hall sensors. First, the arti-cle designs a Hall sensor array based on the distribution characteristics of the rotor magnetic and the frequency do-main characteristics of the air gap magnetic field, combined with the Fibonacci sequence. Then, an observation matrix construction method is proposed, used for compressed sensing of the radial magnetic field strength information in air gap. Finally, the position of the spherical rotor is identified according to the reconstructed information based on the sensor output value. The identification method is verified by experiments, which shows that the identification accuracy is about 1 degrees.
引用
收藏
页码:9157 / 9164
页数:8
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