Design and PIL test of extended Kalman filter for PMSM field oriented control

被引：3

作者：

Megrini, Meriem ^{[1
]}

Gaga, Ahmed ^{[1
]}

Mehdaoui, Youness ^{[1
]}

Khyat, Jamal ^{[2
]}

机构：

[1] Sultan Moulay Slimane Univ USMS, Polydisciplinary Fac FPBM, Res Lab Phys & Engineers Sci LRPSI, Res Team Embedded Syst Engn Automat Signal Telecom, Beni Mellal, Morocco

[2] Reg Ctr Educ & Training Profess, Preparat Ctr Aggregat, Dept Elect Engn, Casa Blanca, Morocco

来源：

RESULTS IN ENGINEERING | 2024年 / 24卷

关键词：

Extended Kalman filter; Field oriented control; Permanent magnetic synchronous motor; TMS320F28379d in the loop;

D O I：

10.1016/j.rineng.2024.102843

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The Field-Oriented Control (FOC) of PMSM is discussed in this research, and the Extended Kalman Filter (EKF) is used to predict the feed back (speed). For the non-linear system, this approach offers an optional estimating strategy that can quickly and accurately estimate state variables. The industry that uses this system is cheap cost as a result of the estimator since it does away with the costly encoder. Additionally, this paper describes how this control is implemented in the Texas Instruments TMS320F28379D, a low-cost dual-core card that is more efficient and needed in industry. The extended Kalman filter simulation results in Matlab/Simulink show that the EKF provides good speed estimate, and the actual experimentation with TMS320f28379d provides effective speed response due to the EKF and PMSM FOC control. Because of this, the EKF is suitable for many applications, including robotics and washing machines. It is particularly well-suited for use with this inexpensive card, TMS320F28379D.

引用

页数：7

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