无刷直流电机无位置传感器控制关键技术研究
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摘要
永磁无刷直流电机因具有结构简单、运行效率高、控制简单和维护方便等优点而得到了广泛应用。传统的无刷直流电机一般采用三相六状态120°导通方式,需要位置传感器在一个电周期内检测到六个关键的转子位置信号以便对三相绕组进行换相控制。然而,位置传感器增大了电机的成本和体积,易受外界信号干扰,降低了系统的可靠性,因此对无位置传感器无刷直流电机控制技术的研究具有重要的理论意义和实用价值。本文以永磁无刷直流电机的无位置传感器控制为研究内容,针对在无位置传感器条件下的无刷直流电机控制的几个关键问题,即转子位置辨识方法、PWM控制策略、电机起动控制方法、转子位置辨识误差及其补偿分析、转矩脉动抑制策略等进行了较为系统和深入的理论分析、仿真和实验研究。
     反电动势法因原理简单、方法可靠等优点而成为转子位置检测的主要方法。本文在分析传统的反电动势过零检测需要虚拟电机绕组中点方法的基础上,提出了改进的相反电动势转子位置辨识理论。该方法抛弃了传统的反电动势硬件检测原理,只通过检测无刷直流电机任意两路线电压,经软件实时计算后,就可以得到未导通相反电动势的过零点。该方法结构简单、不需要构造虚拟的电机中点和信号深度滤波电路,具有简易性和可靠性等优点。
     在对无刷直流电机反电动势波形分析的基础上,提出了一种利用线反电动势过零原理来获得转子位置的新方法。该方法通过波形定性分析和傅立叶级数定量推导,均得出线反电动势的过零点就是对应的电子换相点这一结论。对于反电动势波形为任意平顶宽度的梯形波或正弦波,只要三相反电动势波形对称,该方法均适用于转子位置的估算。在此基础上,为减小对电机参数的依赖,提出了一种简化实用的线反电动势法来估算转子位置。该方法只依赖于电机定子电阻,并对定子电阻参数不敏感,无需30°相位延迟和上一次换相信息,具有理论和工程应用价值。
     分析和比较了无刷直流电机两两导通控制的八种PWM调制方式。通过对各种PWM方式下非换相期间非导通相电流续流情况进行的理论推导,分别得到与上述转子位置辨识方法各自对应的PWM调制方式。
     电机起动控制问题是无位置传感器控制技术的另一难点。本文基于定子铁心饱和法原理,提出了一种新的起动控制方法:即利用两两导通和三三导通得到的12个电压矢量脉冲施加到定子端,并通过检测各相定子电流峰值来判断定子电感的变化,进而得到转子初始位置所在的30°区间,再通过施加特定的电压矢量将转子精确地定位到换相位置。在此基础上,通过升压升频原理顺序起动电机,一旦检测到线反电动势过零,即可切换到无位置传感器控制方式。研究表明,这种方法电机起动可靠,易于工程实现。
     详细分析了电机参数变化、电压电流采样误差、滤波电路相位延迟对转子位置辨识误差带来的影响。提出了一种利用最小二乘法原理来拟合线性函数的方法进行相位延迟开环补偿,并根据反电动势波形的对称性提出了一种转子位置误差闭环校正方法。仿真和实验结果表明了该方法的实用性。
     转矩脉动是无刷直流电机两两导通方式固有的缺点。在无位置传感器控制下,由于转子位置辨识的误差,转矩脉动有可能进一步增大。本文分析了相反电动势平顶宽度、转子位置估算误差和换相期间非换相相电流畸变等因素对转矩脉动的影响后,提出了采用定子电流预测控制方法来抑制无刷直流电机转矩脉动。
     构建了以dsPIC30F6010为核心的系统实验平台,在此实验平台上进行了无刷直流电机无位置传感器控制系统性能实验,并与有位置传感器控制实验结果进行了对比,实验结果验证了本文提出的无位置传感器控制策略的正确性和可行性。
Permanent magnet brushless DC motors (BLDCM) have been widely used due to their simple structure, high efficiency, ease of control, and low maintenance. When using three-phase six-step 120 degree commutation for tranditional BLDCM, position sensors are necessary to sense rotor position information for proper commutation. However, the drawbacks of rotor position sensors in the cost, volume and reliability limit the application of BLDCM. The research on sensorless BLDCM drives has important theoretical significance and practical value. In this thesis, a systematic and in-depth theoretical analysis, simulation and experimental study on several key technologies such as rotor position identification methods, PWM control strategies, motor start-up control algorithms, estimation error compensation, and torque ripple minimization schemes are performed for sensorless BLDCM drives.
     The method based on back electromotive force (EMF) of BLDCM is one of the major approaches for rotor position estimation because of the advantages of simple and reliable detection. Based on the analysis of traditional zero-crossing of back EMF detection methods requiring a virtual mid-point of motor windings, an improved phase back EMF sensing rotor position method is proposed. The unexcited phase back EMF signal is indirectly obtained from line voltage calculation instead of traditional hardware sensing method. This method is simple and reliable to implement without the need to sense or reconstruct the motor mid-point and depth filter circuits.
     A novel scheme of zero-crossing of line back EMF sensing rotor position is presented based on the analysis of back EMF waveforms of BLDCM. By qualitative waveform analysis and quantitative calculation, the conclusion that the zero-crossing of line back EMF is actual commutation point is detailedly proved. For arbitrary flat top width of the trapezoidal wave or sine wave, as long as three phase back EMFs are symmetrical, the proposed method is applied to the rotor position estimation. On this basis, in order to reduce dependence on motor parameters, a simplified rotor position emstimation method of line back EMF is also proposed. This method is only dependent on the stator resistance of motor parameters and has some theoretical and engineering application value because of unrequired phase delay by 30°or the last commutation information.
     Eight kinds of PWM strategies for BLDCM are analyzed and compared. Through the analysis to the diode freewheeling currents in the unexcited phase on non-commutation period, PWM strategies are obtained corresponding to above rotor position identification methods.
     How to control motor start-up is another difficult problem for sensorless BLDCM drives. Based on principle of stator core saturation, a new start-up control method is proposed. This method employs 12 voltage vectors injecting the stator sides, and the changes of the stator inductance are obtained by detecting the peak stator current of each phase. Therefore, the 30°range of rotor initial position is determined. And then the rotor position is accurately located in the next commutation position through the injection of particular voltage vector. On this basis, motor starting can be completed through the principle of raising voltage raising frequency. Once the zero-crossing of back EMF is detected, operating mode can be switched to sensorless control mode. Studies have shown that this method make the motor start reliably and is easy to implemente practically. The impact of the motor parameters variation, voltage and current sampling error, phase delay from filter circuits on rotor position identification error is detailedly analyzed.
     The method of fitting a linear function for open loop phase delay compensation based on a least square method is proposed, and a close loop rotor position error correction method is also presented according to the symmetry of back EMF waveforms. Simulation and experimental results show that above methods have practical value. Torque ripple is an inherent shortcoming of BLDCM drives. In sensorless control, torque ripple may be further increased due to rotor position identification errors. The impact of the phase back EMF flat top width, rotor position estimation error, non-commutation phase current distortion on torque ripple is detailedly analyzed. Afterward, a stator current predictive control method is proposed to suppress torque ripple of BLDCM.
     A system experimental test bed based on a dsPIC30F6010 DSP processor is established for proposed sensorless control schemes of BLDCM. Sensorless control experimental results are compared with test results of position sensor control under the same conditions. Experimental results reveal the effectiveness of the proposed schemes.
引文
[1]郭庆鼎,赵希梅.直流无刷电动机原理与技术应用.北京:中国电力出版社,2008
    [2]李永东.交流电机数字控制系统.北京:机械工业出版社,2002
    [3]张琛.直流无刷电动机原理及应用.(第2版).北京:机械工业出版社,2004
    [4]陶桂林.大功率永磁无刷直流电机及其系统研究:[博士学位论文].武汉:华中科技大学图书馆,2004
    [5]姜卫东.混合动力电动汽车用无刷直流电机动态性能及控制策略的研究:[博士学位论文].合肥:合肥工业大学图书馆,2004
    [6] Low T S, Lee T H, Tseng K J, etc. Servo performance of a BLDC drive with instantaneous torque control. IEEE Transactions on Industry Applications, 1992,28(2):455-462
    [7] Kenichi I, Hideo U, Minoru K, etc. Microcomputer control for sensorless brushless motor. IEEE Transactions on Industry Applications, 1985,21(4):595-601
    [8] Satoshi O, Hirofumi A. An approach to position sensorless drive for brushless dc motors. IEEE Transactions on Industry Applications, 1991,27(5):928-933
    [9] Bi C, Liu Z J, Chen S X. Estimation for back-EMF of PM BLDC motors using derivative of FE solutions. IEEE Transactions on Magnetics, 2000,36(4):697-700
    [10]沈建新,陈永校.“反电动势法”检测无刷直流电动机转子位置的误差分析.电工技术学报, 1998,13(1):10-14
    [11] Su G J, Mckeever J W. Low-cost sensorless control of brushless dc motors with improved speed range. IEEE Transactions on Power Electronics, 2004, 19(2):296-302
    [12]严岚,贺益康,杨德荣.一种复合转子永磁无刷直流电机恒功率弱磁的研究方法.中国电机工程学报, 2003,23(11):155-159
    [13] Wu H X, Cheng S K, Cui S M. A controller of brushless dc motor for electric vehicle. IEEE Transactions on Magnetics, 2005,41(1):509-513
    [14] Shinkawa O, Tabata K, Uetake A, etc. Wide speed operation of a sensorless brushless DC motor having an interior permanent magnet rotor. in:Proceedings of Power Conversion Conference. Yokohama, 1993, 364-370
    [15] Takeshita T, Matsui N. Sensorless brushless DC motor drive with EMF constant identifier. in:Proceedings of 20th International Conference on Industrial Electronics, Control and Instrumentation. Bologna, 1994, 14-19
    [16] Shen J X, Iwasaki S. Sensorless control of ultrahigh-speed PM brushless motorusing PLL and third harmonic back EMF. IEEE Transactions on Industrial Electronics, 2006,53(2):421-428
    [17] Shao J W, Nolan D, Teisier M, etc. A novel microcomtroller-based sensorless brushless DC motor drive for automotive fuel pumps. IEEE Transactions on Industry Applications, 2003,39(6):1734-1740
    [18] Li Q, Lin M Y, Hu M Q, etc. Research on filters for back EMF zero-crossing detecting in sensorless BLDC motor drives. in:Proceedings of 8th International Conference on Electrical Machines and Systems. Nanjing, 2005, 1899-1902
    [19] Zhou G F, Wu Z G, Ying J P. Unattenuated BEMF detection for sensorless brushless DC motor drives. in:Proceedings of 4th International Power Electronics and Motion Control Conference. Xi’an, 2005, 1899-1902
    [20]胡波,徐国卿,康劲松.无刷直流电机无位置传感器控制技术.电机与控制应用, 2007,34(5):21-23
    [21] Kim D K, Lee K W, Kwon B I. Commutation torque ripple reduction in a position sensorless brushless DC motor drive. IEEE Transactions on Power Electronics, 2006, 21(6):1762-1768
    [22] Lai Y S, Lin Y K. A unified approach to back-EMF detection for brushless DC motor drives without current and hall sensors. IEEE Transactions on Power Electronics, 2003, 18(6):1293-1298
    [23] Damodharan P, Vasudevan K. Indirect back-EMF zero crossing detection for sensorless BLDC motor operation. in:Proceedings of International Conference on Power Electronics and Drives Systems. Kuala Lumpur, 2005, 1107-1111
    [24] Maurisso V, Luk P C K, Alukaiday T. Sensorless control of a brushless DC motor on the ADMC330 DSP. in:Proceedings of IEE Colloquium on DSP Chips in Real Time Measurement and Control. Leicester, 1997, 1-5
    [25] Niasar A H, Moghbeli H, Vahedi A. A novel sensorless control method for four-switch brushless DC motor drive without using any 30 phase shifter. in:Proceedings of International Conference on Electrical Machines and Systems. Seoul, 2007, 408-413
    [26]张磊,瞿文龙,陆海峰,等.一种新颖的无刷直流电机无位置传感器控制系统.电工技术学报, 2006,21(10):26-30
    [27] Moreira J C. Indirect sensing for rotor flux position of permanent magnet AC motors operating over a wide speed range. IEEE Transactions on Industry Applications, 1996, 32(6):1394-1401
    [28]陈剑,陆云波,鱼振民.无刷直流电机驱动控制的三次谐波检测法.微电机, 2002,35(5):23-25
    [29]韦鲲,任军军,张仲超.三次谐波检测无刷直流电机转子位置的研究.中国电机工程学报, 2004,24(5):163-167
    [30]陆永平,杨贵杰.对“三次谐波检测法”的错误的辩证.微电机, 2006, 39(3):106-109
    [31] Jahns T M, Becerra R C. Integrated current regulation for a brushless ECM drive. IEEE Transactions on Power Electronics, 1991, 6(1):118-126
    [32] Becerra R C, Jahns T M, Ehsani M. Four-quadrant sensorless brushless ECM drive. in:Proceedings of Applied Power Electronics Conference. Dallas, 1991, 202-209
    [33]周波,魏佳,穆新华,等.反电势逻辑电平积分比较法实现的无刷直流电机无位置传感器控制.电工技术学报, 2000,15(4):5-9
    [34] Lu H, Zhang L, Qu W. A new torque control method for torque ripple minimization of BLDC motors with un-ideal back EMF. IEEE Transactions on Power Electronics, 2008, 23(2):950-958
    [35] Rajagopalan S, Roux W, Habetler T G, etc. Dynamic eccentricity and demagnetized rotor magnet detection in trapezoidal flux motors operating under different load conditions. IEEE Transactions on Power Electronics, 2007, 22(5):2061-2069
    [36] Ogasawara S, Akagi H. An approach to position sensorless drive for brushless DC motors. IEEE Transactions on Industry Applications, 1991, 27(5):928-933
    [37] Rodriguez F, Emadi A. A novel digital control technique for brushless DC motor drives. IEEE Transactions on Industrial Electronics, 2007, 54(5):2365-2373
    [38] Jang J H, Sul S K, Ha J I. Sensorless drive of surface-mounted permanent-magnet motor by high-frequency signal injection based on magnetic saliency. IEEE Transactions on Industry Applications, 2003, 39(4):1031-1038
    [39] Chen H C, Liaw C M. Current mode control for sensorless BDCM drive with intelligent commutation tuning. IEEE Transactions on Power Electronics, 2002, 5(17):747-756
    [40]卢秀和,杜东礼,郭志伟,等.基于脉冲注入法的无刷直流电机转子位置检测.微电机, 2008,41(5):24-26
    [41]钟黎萍,周晓敏,王长松,等.高频信号注入法估计无刷直流电机转子位置的物理机理.电机与控制应用, 2007,34(8):18-21
    [42] Jang G H, Park J H, Chang J H. Position detection and start-up algorithm of a rotor in a sensorless BLDC motor utilizing inductance variation. IEE Proceedings of Electric Power Applications. 2002, 149(2):137-142
    [43] Tatemarsu K, Hamada D, Uchida K, etc. New approaches with sensorless drives. IEEE Industry Applications Magazine, 2000, 6(4):44-50
    [44] Ertugrul N, Acarnley P. A new algorithm for sensorless operation of permanent magnet motors. IEEE Transactions on Industry Applications, 1994, 30(1):126-133
    [45] Kim T H, Ehsani M. Sensorless control of the BLDC motors from near-zero to high speeds. IEEE Transactions on Power Electronics, 2004, 19(6):1635-1645
    [46] Wu R, Slemon G R. A permanent magnet motor drive without a shaft sensor. IEEE Transactions on Industry Applications, 1991, 27(5):1005-1011
    [47] Ji H, Li Z Y. A new position detecting method for brushless DC motor. in: Proceedings of IEEE International Conference on Automation and Logistics. Qingdao, 2008, 1110-1114
    [48]杨影,吴志红,陶生桂,等.一种宽转速范围的BLDC无位置传感器方案研究.电气传动, 2007,37(1):11-15
    [49] Tomita M, Senjyu T, Doki S, etc. New sensorless control for brushless DC motors using disturbance observers and adaptive velocity estimations. IEEE Transactions on Industrial Electronics, 1998, 45(2):247-282
    [50] Fakham H, Djemai M, Reama A, etc. Sliding mode observer for position and speed estimations in brushless DC motor. in:Proceedings of IEEE International Conference on Industrial Technology. Hammamet, 2004, 121-126
    [51] Mirtalaei S M M, Moghani J S, Malekian K, etc. A novel sensorless control strategy for BLDC motor drives using a fuzzy logic-based neural network observer. in:Proceedings of International Symposium on Power Electronics, Electrical Drives, Automation and Motion. Ischia, 2008, 1491-1496
    [52]夏长亮,杨晓军,史婷娜,等.基于扰动观测器的无刷直流电机无位置传感器控制.电工技术学报, 2002,17(6):25-28
    [53] Terzic B, Jadric M. Design and implementation of the extended kalman filter for the speed and rotor position estimation of brushless DC motor. IEEE Transactions on Industrial Electronics, 2001, 48(6):1065-1073
    [54] Robeischl E, Schroedl M. Optimized INFORM measurement sequence for sensorless PM synchronous motor drives with respect to minimum current distortion. IEEE Transactions on Industry Applications, 2004, 40(2):591-598
    [55] Bolognani S, Oboe R, Zigliotto M. Sensorless full-digital PMSM drive with EKF estimation of speed and rotor position. IEEE Transactions on Industrial Electronics, 1999, 46(1):184-191
    [56]徐璟,孙旭东,刘丛伟.用EKF估计无刷直流电动机转子位置和转速.清华大学学报(自然科学版), 2004,44(7):905-908
    [57]史婷娜,张倩,夏长亮,等.基于UKF算法的无刷直流电机转子位置和速度的估计.天津大学学报, 2008,41(3):338-343
    [58] Huang F T, Tien D P. A neural network approach to position sensorless control of brushless DC motors. in:Proceedings of 22nd International Conference Industrial Electronics, Control, and Instrumentation. Taipei, 1996, 1167-1170
    [59] Wang J, Liu H W, Zhu Y R, etc. A new minimum torque-ripple and sensorless control scheme of BLDC motors based RBF networks. in:Proceedings of 5th International Power Electronics and Motion Control Conference. Shanghai, 2006, 1-4
    [60] Accetta A, Cirrincione M, Pucci M, etc. PMSM drives sensorless position control with signal injection and neural filtering. in:Proceedings of IEEE International Electric Machines and Drives Conference. Miami, 2009, 279-285
    [61]夏长亮,文德,范娟,等.基于RBF神经网络的无刷直流电机无位置传感器控制.电工技术学报, 2002,17(3):26-29
    [62] Jang G H, Kim M G. Optimal commutation of a BLDC motor by utilizing the symmetric terminal voltage. IEEE Transactions on Magnetics, 2006, 42(10):3473-3475
    [63] Cheng K Y, Tzou Y Y. Design of a sensorless commutation ic for BLDC motors. IEEE Transactions on Power Electronics, 2003, 18(6):1365-1375
    [64] Zhang Z W, Zhou L B. Position sensorless control for permanent-magnet brushless DC motor based on ASIC ML4425. in:Proceedings of 6th IEEE International Power Electronics and Motion Control Conference. Wuhan, 2009, 1903-1905
    [65] Wang B G, Wang F X, Lin C W. A hybrid speed and current controller based on ML4425 for brushless DC motor without position sensor. in:Proceedings of 3rd International Power Electronics and Motion Control Conference. Beijing, 2000, 612-615
    [66] Lee W J, Sul S K. A new starting method of BLDC motors without position sensor. IEEE Transactions on Industry Applications, 2006, 42(6):1532-1538
    [67]张相军.无刷直流电机无位置传感器控制技术的研究:[博士学位论文].上海:上海大学图书馆,2001
    [68]黄玉,王剑,陈瑜.无刷直流电机的新型转子位置检测方法.山东大学学报(工学版), 2003,33(3):287-291
    [69] Jang J H, Ha J I, Ohto M, etc. Analysis of permanent-magnet machine for sensorless control based on high-frequency signal injection. IEEE Transactions on Industry Applications, 2004, 40(6):1595-1603
    [70] Jang G, Kim M G. A bipolar-starting and unipolar-running method to drive a hard disk drive spindle motor at high speed with large starting torque. IEEETransactions on Magnetics, 2005, 41(2):750-755
    [71] Kim D K, Lee K W, Kim B T, etc. A novel starting method of the SPM-tpye BLDC motors without position sensor for reciprocating compressor. in:Proceedings of 41st IEEE International Industry Applications Conference. Tampa, 2006, 861-865
    [72] Lee K W, Kim D K, Kim B T, etc. A novel starting method of the surface permanent-magnet BLDC motors without sensor for reciprocating compressor. IEEE Transactions on Industry Applications, 2008, 44(1):85-92
    [73] Nakashima S, Inagaki Y, Miki I. Sensorless initial rotor position estimation of surface permanent synchronous motor. IEEE Transactions on Industry Applications, 2000, 36(6):1598-1603
    [74] Tursini M. Initial rotor position estimation method for PM motors. IEEE Transactions on Industry Applications, 2003, 39(6):1630-1640
    [75]鲁文其,胡育文,黄文新,等.无刷直流电机无位置传感器转子位置自检测复合方法.电工技术学报, 2008,23(9):70-75
    [76]韦鲲,金辛海.表面式永磁同步电机初始转子位置估计技术.中国电机工程学报, 2006,26(22):104-107
    [77]廖承喜,朱志杰,翁微.无刷直流电机三段式自起动关键技术研究.电力电子技术, 2008,42(5):61-65
    [78] Lin C T, Hung C W, Liu C W. Position sensorless control for four-switch three-phase brushless DC motor drives. IEEE Transactions on Power Electronics, 2008, 23(1):438-444
    [79] Chen C H, Cheng M Y. A new sensorless control scheme for brushless DC motors without phase shift circuit. in:Proceedings of International Conference on Power Electronics and Drives Systems. Kuala Lumpur, 2005, 1084-1089
    [80] Lai Y S, Lin Y K. Novel back-EMF detection technique of brushless DC motor drives for wide range control without using current and position sensors. IEEE Transactions on Power Electronics, 2008, 23(2):934-940
    [81]王华斌,刘和平,张毅,等.计及中性点电压的无刷直流电机无位置传感器控制.电工技术学报, 2009,24(7):46-51
    [82] Shao J, Nolan D. Further improvement of direct back EMF detection for sensorless DC motor drives. in:Proceedings of 20th IEEE Applied Power Electronics Conference and Exposition. Austin, 2005, 933-937
    [83] Chen C H, Cheng M Y. A new cost effective sensorless commutation method for brushless DC motors without phase shift circuit and neutral voltage. IEEE Transactions on Power Electronics, 2007, 22(2):644-653
    [84] Ni J, Wu L J, Zhang B, etc. A novel adaptive commutation angle method for single phase BLDC motor. in:Proceedings of International Conference on Electrical Machines and Systems. Seoul, 2007, 446-449
    [85]张相军,陈伯时,朱平平,等.直流无刷电机无位置传感器控制中反电动势过零检测算法及其相位修正.电气传动, 2001, (2):14-16
    [86] Lai Y S, Lin Y K. Assessment pulse-width modulation techniques for brushless dc motor drives. IEEE Industry Applications Magazine, 2008, 14(5):34-44
    [87] Jiang Q, Bi C, Lin S. Sensorless control of permanent spindle motors used in hard disk drives. in:Proceedings of 8th International Conference on Electrical Machines and Systems. Nanjing, 2005, 177-182
    [88] Lai Y S, Shyu F S, Chang Y h. Novel sensorless PWM-controlled BLDCM drives without using position and current sensors, filter and center-tap voltage. in:Proceedings of 29th IEEE Industrial Electronics Society Conference. Roanoke, 2003, 2144-2149
    [89] Wu Z G, Zhou G F, Ying J P. Line adaptive PAM & PWM drive for BLDCM. in:Proceedings of 4th International Power Electronics and Motion Control Conference. Xi’an, 2004, 1263-1267
    [90]胡庆波,郑继文,吕征宇.混合动力中无刷直流电机反接制动PWM调制方式的研究.中国电机工程学报, 2007,27 (30):87-91
    [91]邹继斌,张豫,李宗政,等.无位置传感器无刷直流电机驱动电路的研究.微电机, 1999,32 (2):16-18
    [92]窦满峰,林全喜.无刷直流电机PWM斩波频率计算方法研究.微电机, 2005,38 (1):34-36
    [93] Jeon Y S, Mok, H S, Choe G H, etc. A new simulation model of BLDC motor with real back EMF waveform. in:Proceedings of 7th Workshop on Computers in Power Electronics. Blacksburg, 2000, 217-220
    [94] Jung D H, Ha I J. Low-cost sensorless control of brushless DC motors using a frequency-independent phase shifter. IEEE Transactions on Power Electronics, 2000, 15(4):744-752
    [95] Kim T H, Ehsani M. An error analysis of the sensorless position estimation for BLDC motors. in:Proceedings of 38th Industry Application Conference. Salt Lake City, 2003, 611-617
    [96]谷萩隆嗣.数字滤波器与信号处理.王友功译.北京:科学出版社, 2003. 2-19
    [97]吴小婧,周波,宋飞.基于端电压对称的无位置传感器无刷直流电机位置信号相位校正.电工技术学报, 2009,24 (4):54-59
    [98] Choi J H, You S H, Hur J, etc. The design and fabrication of BLDC motor and drive for 42V automotive applications. in:Proceedings of IEEE International Symposium on Industrial Electronics. Caixanova-vigo, 2007, 1086-1091
    [99] Upadhyay, P R, Rajagopal K R. A novel integral-force technique for the analysis of an axial-field permanent-magnet brushless DC motor using FE method. IEEE Transactions on Magnetics, 2005, 41(10):3958-3960
    [100]曹建波,曹秉刚,许鹏,等.无位置传感器无刷直流电机转矩脉动抑制研究.电机与控制学报, 2008,12 (3):248-253
    [101]揭贵生,马伟明,耿建明,等.无刷直流电机的一种新型转矩与效率优化控制.中国电机工程学报, 2006,26(24):131-136
    [102] Wang J, Liu H W, Zhu Y R, etc. A new minimum torque-ripple and sensorless control scheme of BLDC motors based on RBF networks. in:Proceedings of IEEE 5th International Power Electronics and Motion Control Conference. Shanghai, 2007, 799-802
    [103] Lu H, Zhang L, Qu W. A new torque control method for torque ripple minimization of BLDC motors with un-ideal back EMF. IEEE Transactions on Power Electronics, 2008, 23(2):950-958
    [104] Petrovic V, Ortega R, Stankovic A M. Design and implementation of an adaptive controller for torque ripple minimization in PM synchronous motors. IEEE Transactions on Power Electronics, 2000, 15(5):871-880
    [105] Nam K Y, Lee W T, Lee C M, etc. Reducing torque ripple of brushless DC motor by varying input voltage. IEEE Transactions on Magnetics, 2006, 42(4):1307-1310
    [106] Hwang S M, Lieu D K. Reduction of torque ripple in brushless DC motors. IEEE Transactions on Magnetics, 1995, 31(6):3737-3739
    [107]邱建琪.永磁无刷直流电动机转矩脉动抑制的控制策略研究:[博士学位论文].浙江:浙江大学图书馆,2002
    [108] Shin P S, Kim H D, Chung G B, etc. Shape optimization of a large-scale BLDC motor using an adaptive RSM utilizing design sensitivity analysis. IEEE Transactions on Magnetics, 2007, 43(4):1653-1656
    [109]林平,韦鲲,张仲超.新型无刷直流电机换相转矩脉动的抑制控制方法.中国电机工程学报, 2005,26(3):153-158

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