1. Harmonic Injection Control of Permanent Magnet Synchronous Motor Based on Fading Memory Kalman Filtering.
- Author
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Du, Shenhui, Sun, Weisong, Wang, Yao, Wang, Meng, and Zhang, Hongjie
- Subjects
PERMANENT magnet motors ,RESPONSE surfaces (Statistics) ,ANGULAR velocity ,MEMORY ,KALMAN filtering - Abstract
In order to reduce the harm of harmonic disturbances of the permanent magnet synchronous motor (PMSM) control system to the drive and improve the accuracy of the control system, a harmonic injection control method based on asymptotic fading memory Kalman filtering is proposed. Compared with the traditional harmonic injection method, this method reduces the torque pulsation of the PMSM, converges faster, and realizes fast stabilization of the control system. In order to improve the control accuracy of the system, extended Kalman filtering is used to estimate the mechanical angular velocity and optimize the harmonic extraction process to reduce the interference of noise signals in the extraction process. At the same time, a fading memory factor is introduced to replace the fixed gain in the Kalman filter, which can correct the system error and effectively prevent the filtering dispersion, thus enhancing the system's stability. Finally, the system is simulated and experimentally analyzed, and the results show that the method can improve the dynamic response speed, stability, and control accuracy of the system compared with the traditional harmonic injection method. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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