Hongjie Zhang
Research Subjects
Research Interests
Hongjie Zhang has a total of 4 co-authors. Here are the top co-authors by number of shared publications:
- Meng Wang
Hebei Kingston Technology Co., Ltd., Shijiazhuang 052300, China
1 shared publication - Shenhui Du
School of Electrical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China
1 shared publication - Weisong Sun
School of Electrical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China
1 shared publication - Yao Wang
School of Electrical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China
1 shared publication
Latest Publications
- Open Access
- 5 December 2023
- Published by MDPI AG in Electronics
- Vol. 12 (24) , 4890
Harmonic Injection Control of Permanent Magnet Synchronous Motor Based on Fading Memory Kalman Filtering
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.
- 5 December 2023
- Published by MDPI AG in Electronics
- Vol. 12 (24) , 4890
Open AccessHarmonic Injection Control of Permanent Magnet Synchronous Motor Based on Fading Memory Kalman Filtering
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.