Abstract:Affected by factors such as manufacturing process and use environment, the current sensor may fail when the permanent magnet synchronous machine drive system is running. To improve the fault-tolerant control ability of the system, a new vector control strategy using a single current sensor is proposed based on the adaptive observer. First, the mathematical model of the current adaptive observer is established in the rotating reference frame; then, the coordinate transformation and low-pass filtering are carried out for the only measurable phase current to calculate the current error information, which is needed by the current adaptive observer. Finally, the particle swarm optimization (PSO) algorithm is employed to design the observer parameters. The hardware-in-the-loop real-time simulation results show that compared with the traditional method, the proposed method has better dynamic and steady-state performance, higher torque control accuracy, and good robustness to motor parameters.
肖飞, 许观达, 连传强, 刘计龙. 永磁同步电机单电流传感器系统的三相电流重构策略[J]. 电工技术学报, 2022, 37(7): 1609-1617.
Xiao Fei, Xu Guanda, Lian Chuanqiang, Liu Jilong. Three-Phase Current Reconstruction Strategy of Permanent Magnet Synchronous Machine Drives Using a Single Current Sensor. Transactions of China Electrotechnical Society, 2022, 37(7): 1609-1617.
[1] 蒋钱, 卢琴芬, 李焱鑫. 双三相永磁直线同步电机的推力波动及抑制[J]. 电工技术学报, 2021, 36(5): 883-892. Jiang Qian, Lu Qinfen, Li Yanxin.Thrust ripple and depression method of dual three-phase permanent magnet linear synchronous motors[J]. Transactions of China Electrotechnical Society, 2021, 36(5): 883-892. [2] 李垣江, 董鑫, 魏海峰, 等. 表贴式永磁同步电机转速环复合PI无位置传感器控制[J]. 电工技术学报, 2020, 35(10): 2119-2129. Li Yuanjiang, Dong Xin, Wei Haifeng, et al.Sensorless compound PI control for surface permanent magnet synchronous motor speed regulation system[J]. Transactions of China Electrotechnical Society, 2020, 35(10): 2119-2129. [3] 张伟伟, 肖飞, 刘计龙, 等. 轨道交通车辆永磁同步牵引系统断电区穿越控制策略[J]. 电工技术学报, 2021, 36(16): 3483-3492. Zhang Weiwei, Xiao Fei, Liu Jilong, et al.Control strategy for power-off area crossing of permanent magnet synchronous traction system of rail transit vehicles[J]. Transactions of China Electrotechnical Society, 2021, 36(16): 3483-3492. [4] He Mingjie, Li Weiye, Peng Jun, et al.Multi-layer quasi three-dimensional equivalent model of axial-flux permanent magnet synchronous machine[J]. CES Transactions on Electrical Machines and Systems, 2021, 5(1): 3-12. [5] Gao Zhiwei, Cecat C, Ding S X.A survey of fault diagnosis and fault-tolerant techniques—part i: fault diagnosis with model-based and signal-based approaches[J]. IEEE Transactions on Industrial Electronics, 2015, 62(6): 3757-3767. [6] Khil S K E, Jlassi I, Cardoso A J M, et al. Diagnosis of open-switch and current sensor faults in PMSM drives through stator current analysis[J]. IEEE Transactions on Industry Applications, 2019, 55(6): 5925-5937. [7] 崔宏伟. 永磁同步电机控制系统无电流传感器技术的研究[D]. 兰州: 兰州交通大学, 2018. [8] An Quntao, Sun Li, Sun Lizhi.Current residual vector-based open-switch fault diagnosis of inverters in PMSM drive systems[J]. IEEE Transactions on Power Electronics, 2015, 30(5): 2814-2827. [9] 应黎明, 杭翠翠, 舒乃秋, 等. 永磁同步电机传感器故障诊断及容错控制[J]. 电机与控制学报, 2020, 24(1): 45-52. Ying Liming, Hang Cuicui, Shu Naiqiu, et al.Permanent magnet synchronous motor fault diagnosisand fault-tolerant control[J]. Electric Machines and Control, 2020, 24(1): 45-52. [10] 孙宇航. 永磁同步电机无电流传感器伺服控制技术研究[D]. 杭州: 浙江大学, 2020. [11] 王国鑫. 永磁电机驱动系统传感器故障诊断与容错控制[D]. 哈尔滨: 哈尔滨工业大学, 2018. [12] Beng G F H, Zhang Xinan, Vilathgamuwa D M. Sensor fault-resilient control of interior permanent-magnet synchronous motor drives[J]. IEEE/ASME Transactions on Mechatronics, 2015,20(2): 855-864. [13] Khil S K E, Jlassi I, Estima J O. Current sensor fault detection and isolation method for PMSM drives, using average normalized currents[J]. Control Engineering Practice, 2016, 52(17): 1434-1435. [14] 袁臣虎, 王岁, 刘晓明, 等. 基于PMSM的EPS系统电流传感器零点误差在线标定策略研究与调控实现[J]. 电工技术学报, 2018, 33(15): 3635-3643. Yuan Chenhu, Wang Sui, Liu Xiaoming, et al.On line calibration strategy and regulation implementation of EPS system current sensor zero error based on PMSM[J]. Transactions of China Electrotechnical Society, 2018, 33(15): 3635-3643. [15] 连传强, 肖飞, 高山, 等. 基于实验标定及双时间尺度随机逼近理论的内置式永磁同步电机参数辨识[J]. 中国电机工程学报, 2019, 39(16): 4892-4898, 4991. Lian Chuanqiang, Xiao Fei, Gao Shan, et al.Parameter identification for interior permanent magnet synchronous motor based on experimental calibration and stochastic approximation theory with two time scales[J]. Proceedings of the CSEE, 2019, 39(16): 4892-4898, 4991. [16] 於锋, 朱晨光, 吴晓新, 等. 基于矢量分区的永磁同步电机三电平双矢量模型预测磁链控制[J]. 电工技术学报, 2020, 35(10): 2130-2140. Yu Feng, Zhu Chenguang, Wu Xiaoxin, et al.Two-vector-based model predictive flux control of three-level based permanent magnet synchronous motor with sector subregion[J]. Transactions of China Electrotechnical Society, 2020, 35(10): 2130-2140. [17] Kan Liu, Zhu Z Q.Fast determination of moment of inertia of permanent magnet synchronous machine drives for design of speed loop regulator[J]. IEEE Transactions on Control Systems Technology, 2017, 25(5): 1816-1824. [18] 赖纪东, 谢天月, 苏建徽, 等. 基于粒子群优化算法的孤岛微电网电压不平衡补偿协调控制[J]. 电力系统自动化, 2020, 44(16): 121-129. Lai Jidong, Xie Tianyue, Su Jianhui, et al.Coordinated control of voltage unbalance compensation in islanded microgrid based on particle swarm optimization algorithm[J] Automation of Electric Power Systems, 2020, 44(16): 121-129. [19] 李家祥, 汪凤翔, 柯栋梁, 等. 基于粒子群算法的永磁同步电机模型预测控制权重系数设计[J]. 电工技术学报, 2021, 36(1): 50-59, 76. Li Jiaxiang, Wang Fengxiang, Ke Dongliang, et al.Weighting factors design of model predictive control for permanent magnet synchronous machine using particle swarm optimization[J]. Transactions of China Electrotechnical Society, 2021, 36(1): 50-59,76. [20] 周洪雷. 内置式永磁电机驱动系统电流传感器故障容错控制[D]. 哈尔滨: 哈尔滨工业大学, 2019.