1. School of Information Engineering Tianjin University of Commerce Tianjin 300134 China; 2. Shenhua Tianjin Coal Terminal Co. Ltd Tianjin 300452 China
Abstract:For the failure of speed sensor of the new energy vehicle drive system, this paper proposes a fault detection and tolerant control method for permanent magnet synchronous motor drive system in vehicles based on an improved high-order sliding mode observer. Firstly, the super-spin algorithm is used to optimize the design of high-order sliding mode observer to improve the convergence and speed tracking accuracy under different types of interference. Secondly, the new sliding mode observer is used to calculate the speed observation value, and the difference between the actual speed and the estimated speed is selected as the fault feature quantity, and then the fault detection and tolerant control method are proposed. Finally, the simulation analysis and experimental verification corresponding with the constant-speed driving mode and the variable-load driving mode of vehicles are carried out. The results show that regardless of driving conditions the proposed system can detect the fault accurately and timely, and has good fault-tolerant performance. Compared with the drive system with the traditional high-order sliding mode observer, the proposed method has higher speed tracking accuracy and better fault-tolerant control effect.
[1] Hu Sideng, Liang Zipeng, Zhang Wei, et al.Research on the integration of hybrid energy storage system and dual three-phase PMSM drive in EV[J]. IEEE Transactions on Industrial Electronics, 2018, 65(8): 6602-6611. [2] Chaoui H, Khayamy M, Okezie O.Adaptive RBF network based direct voltage control for interior PMSM based vehicles[J]. IEEE Transactions on Vehicular Technology, 2018, 67(7): 5740-5749. [3] 肖丽, 范书瑞, 王博文. 基于电流分析的开关磁阻电机功率变换器故障检测方法[J]. 电机与控制学报, 2018, 22(4): 67-74. Xiao Li, Fan Shurui, Wang Bowen.Fault detection method of power converter for switched reluctance motor based on analysis of current[J]. Electric Machines and Control, 2018, 22(4): 67-74. [4] 李浩源, 张兴, 杨淑英, 等. 基于高频信号注入的永磁同步电机无传感器控制技术综述[J]. 电工技术学报, 2018, 33(12): 2653-2664. Li Haoyuan, Zhang Xing, Yang Shuying, et al.Review on sensorless control of permanent magnet synchronous motor based on high-frequency signal injection[J]. Transactions of China Electrotechnical Society, 2018, 33(12): 2653-2664. [5] 郭磊, 杨中平, 林飞. 带误差补偿的高频信号注入永磁同步电机无传感器控制策略[J]. 电工技术学报, 2019, 34(21): 4458-4466. Guo Lei, Yang Zhongping, Lin Fei.A sensorless control strategy for high frequency signal injection permanent magnet synchronous motor with error compensation[J]. Transactions of China Electro- technical Society, 2019, 34(21): 4458-4466. [6] 许中阳, 郭希铮, 邹方朔, 等. 永磁同步电机无速度传感器控制离散化方法研究[J]. 电工技术学报, 2019, 34(增刊1): 52-61. Xu Zhongyang, Guo Xizheng, Zou Fangshuo, et al.Research on digital discretization method of speed sensorless control for permanent magnet synchronous motor[J]. Transactions of China Electrotechnical Society, 2019, 34(S1): 52-61. [7] 董亮辉, 刘景林. 霍尔传感器故障下的永磁无刷电机容错控制及其动态性能研究[J]. 中国电机工程学报, 2017, 37(12): 3602-3611, 3689. Dong Lianghui, Liu Jinglin.Research on the fault tolerant control and its dynamic performance of brushless permanent magnet motor with faults in hall sensor[J]. Proceedings of the CSEE, 2017, 37(12): 3602-3611, 3689. [8] 吕德刚, 都泽源, 李松. 永磁无刷电机霍尔位置传感器容错控制[J]. 电机与控制学报, 2019, 23(2): 44-52. Lü Degang, Du Zeyuan, Li Song.Fault-tolerant of brushless permanent magnet motor drives with Hall sensors[J]. Electric Machines and Control, 2019, 23(2): 44-52. [9] 白洪芬, 朱景伟, 秦俊峰, 等. 基于变结构模型参考自适应的双绕组永磁容错电机转子位置估计算法[J]. 控制与决策, 2018, 33(1): 27-36. Bai Hongfen, Zhu Jingwei, Qin Junfeng, et al.Estimation algorithm of rotor position for dual- winding fault tolerant permanent magnet motor drive based on SMO-MRAS[J]. Control and Decision, 2018, 33(1): 27-36. [10] 张立伟, 李行, 宋佩佩, 等. 基于新型滑模观测器的永磁同步电机无传感器矢量控制系统[J]. 电工技术学报, 2019, 34(增刊1): 70-78. Zhang Liwei, Li Hang, Song Peipei, et al.Sensorless vector control using a new sliding mode observer for permanent magnet synchronous motor speed control system[J]. Transactions of China Electrotechnical Society, 2019, 34(S1): 70-78. [11] Rath J J, Veluvolu K C, Defoort M, et al.Higher- order sliding mode observer for estimation of tyre friction in ground vehicles[J]. IET Control Theory Applications, 2014, 8(6): 2014-2021. [12] Zhao Lihang, Huang Jin, Liu He, et al.Second-order slidingmode observer with online parameter identi- fication for sensorless induction motor drives[J]. IEEE Transactions on Industrial Electronics, 2014, 61(10): 5280-5289. [13] 张懿, 吴嘉欣, 韦汉培. 离散型变增益永磁同步电机超螺旋滑模观测器[J]. 电工技术学报, 2018, 33(21): 4962-4970. Zhang Yi, Wu Jiaxin, Wei Hanpei.Discrete variable gain super-twisting sliding mode observer for permanent magnet synchronous motor[J]. Transa- ctions of China Electrotechnical Society, 2018, 33(21): 4962-4970. [14] Gonzalez J, Moreno L, Fridman L.Variable gain super-twisting sliding mode control[J]. IEEE Transa- ctions Automatic Control, 2012, 57(8): 2100-2105. [15] Basin M, Rodriguez-Ramirez P, Ding S, et al.A nonhomogeneous super-twisting algorithm for systems of relative degree more than one[J]. Journal of the Franklin Institute, 2015, 352(4): 1364-1377. [16] Foo G H B, Zhang Xinan, Vilathgamuva D M. Asensor fault detection and isolation method in interior permanent magnet synchronous motor drives based on an extended Kalman filter[J]. IEEE Transactions on Industrial Electronics, 2013, 60(8): 3485-3495. [17] Choi C, Lee K, Lee W.Observer-based phase-shift fault detection using adaptive threshold for rotor position sensor of permanent-magnet synchronous machine drives in electromechanical brake[J]. IEEE Transactions on Industrial Electronics, 2015, 62(3): 1964-1974.