Torque Control for Electric Drive System Used in Electric Vehicle in the Presence of Permanent Magnet Demagnetization Faults
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Published:2022-03-20
Issue:2
Volume:26
Page:226-235
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ISSN:1883-8014
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Container-title:Journal of Advanced Computational Intelligence and Intelligent Informatics
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language:en
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Short-container-title:JACIII
Author:
Huang Gang,Li Jiajun,Huang Wei,Yang Yao,Zhao Kaihui, , ,
Abstract
The performance of conventional torque control for PMSM drive used in electric vehicles (EVs) from the viewpoint of permanent magnet (PM) demagnetization faults has not been satisfactory. Therefore, a combination method based on sliding-mode observer and active disturbance rejection control is presented. First, the model of the PMSM system with PM demagnetization faults is constructed. Then, a sliding-mode observer is designed based on a minimum extended flux linkage to estimate the torque and the PM flux linkages of the system. A current controller is presented based on active disturbance rejection control approach to reject the PM demagnetization faults. The method is useful to improve the control performance of the PMSM drive system. And the system is robust to system parameters variations. Finally, an RT-LAB real-time simulation is used to build a simulation model of hardware-in-the-loop based on the experimentally validated model that is derived from the actual development process for an electric bus. The simulation and experimental results demonstrate the effectiveness of the method.
Funder
National Natural Science Foundation of China Scientific Research Fund of Hunan Provincial Education Department Natural Science Foundation of Hunan Province Postgraduate Scientific Research Innovation Project of Hunan Province
Publisher
Fuji Technology Press Ltd.
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Human-Computer Interaction
Reference20 articles.
1. J. Y. Zhang, H. Y. Yao, and G. Rizzoni, “Fault diagnosis for electric drive systems of electrified vehicles based on structural analysis,” IEEE Trans. Veh. Technol., Vol.66, No.2, pp. 1027-1039, 2017. 2. Y. Yuan, W. J. Meng, X. X. Sun, and L. Y. Zhang, “Design optimization and analysis of an outer-rotor direct-drive permanent-magnet motor for medium-speed electric vehicle,” World Electr. Veh. J., Vol.10, No.2, doi: 10.3390/wevj10020016, 2019. 3. Z. Zhang, R. Ma, L. Wang, and J. Zhang, “Novel PMSM control for anti-lock braking considering transmission properties of the electric vehicle,” IEEE Trans. Veh. Technol., Vol.67, No.11, pp. 10378-10386, 2018. 4. Z. Wang, X. Q. Wang, J. W. Cao, M. Cheng, and Y. H. Hu, “Direct torque control of T-NPC inverters-fed double-stator-winding PMSM drives with SVM,” IEEE Trans. Power Electron., Vol.33, No.2, pp. 1541-1553, 2018. 5. S. Yang, Q. Zhan, X. Zhang, L. Guo, and Y. Zhou, “Torque closed-loop vector control based on extended flux linkage observer of permanent magnet synchronous motor,” Autom. Electr. Power Syst., Vol.38, No.6, pp. 80-84, 2014 (in Chinese).
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