Abstract:High-frequency signal injection is an effective sensorless control method for the permanent magnet synchronous motor (PMSM) at low and zero speeds. However, the injected high-frequency signal will produce severe audible noise. The application of this method in high-end fields such as ship propulsion is limited. Recently, lots of methods were proposed to reduce noise. Random injection methods can effectively reduce noise without other equipment. However, the random objects of these methods are sinusoidal waves or square waves, and their maximum noise at the injection frequency is relatively large. This paper presents the random-frequency triangular wave voltage injection-based sensorless control method to solve this problem. Firstly, two triangular wave voltage signals with different frequencies are chosen based on the principle of equal volt second area. The random number is generated by the linear congruence method to synthesize triangular wave voltage signals with random frequencies. Secondly, by injecting the signal into the estimated rotor reference system, the maximum noise at injection frequency can be effectively reduced. Meanwhile, the distribution of high-frequency current power spectral density (PSD) is extended. Thus, the audible noise produced by the high-frequency current can be reduced. In addition, a corresponding signal demodulation method is proposed to obtain the rotor position from the induced current. The information of rotor position and speed can be achieved without the demodulation signal. Finally, the sensorless control can be realized with the estimated rotor position and speed. The feasibility and effectiveness of the proposed method are verified by experimental results. The FFT analysis is used to analyze current. The harmonic components of 312.5 Hz, 625 Hz, and random-frequency trianglar wave at the injection frequency are 1.05 A, 1.33 A, and 0.43 A, respectively. Compared with fixed- frequency triangular wave injection, random triangular wave injection disperses the spectrum and reduces the peak value of the spectrum. Random square wave, random sinusoidal wave, and random triangular wave generate spectrum spikes at the least common multiple of two injection signal frequencies, which are 0.56 A, 0.48 A, and 0.43 A, respectively. The fundamental frequency component of the triangular wave is lower than those of the traditional sinusoidal wave and square wave. In addition, the PSD analysis is also used to evaluate noise. The noise of random triangular wave at 312.5 Hz and 937.5 Hz is lower than that of fixed 312.5 Hz triangular wave injection, and the noise at 625 Hz and 1 875 Hz is lower than that of fixed 625 Hz triangular wave injection. Compared with fixed-frequency triangular wave injection, random-frequency triangular wave injection broadens the current PSD and reduces discrete peaks. Thus, the noise can be reduced. The maximum noise generated by the random square wave, random sinusoidal wave, and random triangular wave at the least common multiple of two injected signal frequencies are -6.6 dB, -8.2 dB, and -10.6 dB, respectively. The maximum noise of the random triangular wave is the lowest. The position errors of sensorless control at medium and full loads are 8 deg and 14 deg, respectively. The speed errors of sensorless control at medium and full loads are 5 r/min and 6 r/min, respectively. When the speed of motor changes from 50 r/min to -50 r/min, and then to 50 r/min, the maximum position error and speed error are 20 deg and 7 r/min, respectively. The results show that the control performance of the motor is good both in the steady state and dynamic state. A random-frequency triangular wave voltage injection method is proposed. Sensorless control at low speed is then realized. Better noise reduction is also realized. The maximum noise at injection frequency can be reduced by the proposed method. In addition, high-frequency noise caused by fixed-frequency injection can be reduced. The experimental results prove that the proposed method can effectively reduce audible noise with good sensorless control performance of PMSM.
孙明阳, 和阳, 邱先群, 陶涛, 赵文祥. 随机频率三角波注入永磁同步电机无位置传感器降噪控制[J]. 电工技术学报, 2023, 38(6): 1460-1471.
Sun Mingyang, He Yang, Qiu Xianqun, Tao Tao, Zhao Wenxiang. Random-Frequency Triangular Wave Injection Based Sensorless Control of PMSM Drives for Audible Noise Reduction. Transactions of China Electrotechnical Society, 2023, 38(6): 1460-1471.
[1] Zhang Zhifeng, Wu Yue, Su Hequn, et al.Research on open-circuit fault tolerant control of six-phase per- manent magnet synchronous machine based on fifth harmonic current injection[J]. CES Transactions on Electrical Machines and Systems, 2022, 6(3): 306-314. [2] 赵勇, 黄文新, 林晓刚, 等. 基于权重系数消除和有限控制集优化的双三相永磁容错电机快速预测直接转矩控制[J]. 电工技术学报, 2021, 36(1): 3-14. Zhao Yong, Huang Wenxin, Lin Xiaogang, et al.Fast predictive direct torque control of dual three-phase permanent magnet fault tolerant machine based on weighting factor elimination and finite control set optimization[J]. Transactions of China Electrotech- nical Society, 2021, 36(1): 3-14. [3] 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. [4] 顾理成, 陈前, 赵文祥, 等. 五相永磁容错电机的相间短路容错控制[J]. 电工技术学报, 2022, 37(8): 1972-1981. Gu Licheng, Chen Qian, Zhao Wenxiang, et al.Inter-phase short-circuit fault-tolerant control for five-phase permanent magnet fault-tolerant motors[J]. Transactions of China Electrotechnical Society, 2022, 37(8): 1972-1981. [5] Wei Yongqing, Qiao Mingzhong, Zhu Peng.Fault- tolerant operation of five-phase permanent magnet synchronous motor with independent phase driving control[J]. CES Transactions on Electrical Machines and Systems, 2022, 6(1): 105-110. [6] 黄林森, 赵文祥, 吉敬华, 等. 稳态性能改善的双三相永磁电机直接转矩控制[J]. 电工技术学报, 2022, 37(2): 355-367. Huang Linsen, Zhao Wenxiang, Ji Jinghua, et al.Direct torque control for dual three-phase permanent- magnet machine with improved steady-state perfor- mance[J]. Transactions of China Electrotechnical Society, 2022, 37(2): 355-367. [7] Qiu Xianqun, Ji Jinghua, Zhao Wenxiang, et al.Position estimation error compensation for sensorless control of SPMSM based on space vector signal injection[J]. IEEE Transactions on Energy Conver- sion, 2022, 37(2): 1324-1334. [8] 赵文祥, 刘桓, 陶涛, 等. 基于虚拟信号和高频脉振信号注入的无位置传感器内置式永磁同步电机MTPA控制[J]. 电工技术学报, 2021, 36(24): 5092-5100. Zhao Wengxiang, Liu Huan, Tao Tao, et al.MTPA control of sensorless IPMSM based on virtual signal and high-frequency pulsating signal injection[J]. Transactions of China Electrotechnical Society, 2021, 36(24): 5092-5100. [9] 吴春, 陈科, 南余荣, 等. 考虑交叉饱和效应的变角度方波电压注入永磁同步电机无位置传感器控制[J]. 电工技术学报, 2020, 35(22): 4678-4687. Wu Chun, Chen Ke, Nan Yurong, et al.Variable angle square-wave voltage injection for sensorless control of PMSM considering cross-saturation effect[J]. Transactions of China Electrotechnical Society, 2020, 35(22): 4678-4687. [10] Medjmadj S, Diallo D, Mostefai M, et al.PMSM drive position estimation: contribution to the high- frequency injection voltage selection issue[J]. IEEE Transactions on Energy Conversion, 2015, 30(1): 349-358. [11] Ma Zhixun, Gao Jianbo, Kennel R.FPGA imple- mentation of a hybrid sensorless control of SMPMSM in the whole speed range[J]. IEEE Transactions on Industrial Informatics, 2013, 9(3): 1253-1261. [12] Park N C, Kim S H.Simple sensorless algorithm for interior permanent magnet synchronous motors based on high-frequency voltage injection method[J]. IET Electric Power Applications, 2014, 8(2): 68-75. [13] Basic D, Malrait F, Rouchon P.Current controller for low-frequency signal injection and rotor flux position tracking at low speeds[J]. IEEE Transactions on Industrial Electronics, 2011, 58(9): 4010-4022. [14] Wang Gaolin, Xiao Dianxun, Zhao Nannan, et al.Low-frequency pulse voltage injection scheme-based sensorless control of IPMSM drives for audible noise reduction[J]. IEEE Transactions on Industrial Elec- tronics, 2017, 64(11): 8415-8426. [15] Wang Gaolin, Yang Lei, Yuan Bihe, et al.Pseudo- random high-frequency square-wave voltage injection based sensorless control of IPMSM drives for audible noise reduction[J]. IEEE Transactions on Industrial Electronics, 2016, 63(12): 7423-7433. [16] Wang Gaolin, Yang Lei, Zhang Guoqiang, et al.Comparative investigation of pseudorandom high- frequency signal injection schemes for sensorless IPMSM drives[J]. IEEE Transactions on Power Electronics, 2017, 32(3): 2123-2132. [17] Wang Gaolin, Zhou Honglei, Zhao Nannan, et al.Sensorless control of IPMSM drives using a pseudo- random phase-switching fixed-frequency signal injection scheme[J]. IEEE Transactions on Industrial Electronics, 2018, 65(10): 7660-7671. [18] Zhang Yanping, Yin Zhonggang, Liu Jing, et al.IPMSM sensorless control using high-frequency voltage injection method with random switching frequency for audible noise improvement[J]. IEEE Transactions on Industrial Electronics, 2020, 67(7): 6019-6030. [19] Zhang Guoqiang, Xiang Runhua, Wang Gaolin, et al.Hybrid pseudorandom signal injection for position sensorless SynRM drives with acoustic noise reduction[J]. IEEE Transactions on Transportation Electrification, 2022, 8(1): 1313-1325. [20] Zhang Guoqiang, Wang Gaolin, Zhang Hongpeng, et al.Pseudorandom-frequency sinusoidal injection for position sensorless IPMSM drives considering sample and hold effect[J]. IEEE Transactions on Power Electronics, 2019, 34(10): 9929-9941. [21] Zhang Guoqiang, Wang Gaolin, Wang Huiying, et al.Pseudorandom-frequency sinusoidal injection based sensorless IPMSM drives with tolerance for system delays[J]. IEEE Transactions on Power Electronics, 2019, 34(4): 3623-3632. [22] 赵文祥, 李亮, 吉敬华, 等. 双三相PMSM锯齿载波双随机SVPWM策略[J]. 中国电机工程学报, 2022, 42(9): 3412-3422. Zhao Wenxiang, Li Liang, Ji Jinghua, et al.Sawtooth carrier double random SVPWM strategy for dual three-phase PMSM[J]. Proceedings of the CSEE, 2022, 42(9): 3412-3422. [23] Kroneisl M, Šmídl V, Peroutka Z, et al.Predictive control of IM drive acoustic noise[J]. IEEE Transa- ctions on Industrial Electronics, 2020, 67(7): 5666-5676. [24] Sun Jiajiang, Zhao Jin, Tian Lisi, et al.Bandwidth and audible noise improvement of sensorless IPMSM drives based on amplitude modulation multirandom frequency injection[J]. IEEE Transactions on Power Electronics, 2022, 37(12): 14126-14140. [25] Kirlin R L, Bech M M, Trzynadlowski A M.Analysis of power and power spectral density in PWM inver- ters with randomized switching frequency[J]. IEEE Transactions on Industrial Electronics, 2002, 49(2): 486-499.