永磁同步电机伺服系统非线性控制策略的研究
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
永磁同步电机(PMSM)伺服系统在工农业生产和航天技术等领域的应用十分广泛,由于其自身的结构和运行特点,PMSM具有许多独特的优点,本论文主要从控制策略和实际系统两个方面对永磁同步电机伺服系统进行了全面而深入的研究。
     首先分析了永磁同步电机的数学模型,并对交流伺服系统中关键的空间矢量脉宽调制原理及实现进行了论述。
     考虑到永磁同步电机是一个复杂耦合的非线性系统,应用直接反馈线性化理论,通过对输出变量进行李微分,得到所需的的坐标变换和非线性系统状态反馈实现了永磁同步电机的输入输出线性化,同时实现了系统的解耦。它与传统的PID控制相比,有很好的跟踪性能。针对负载扰动对系统的影响,增加了负载转矩扰动观测器来减小负载扰动的影响。最后,考虑到实际电机参数变化及负载扰动等不确定因素的影响,提出了灰色预测与反馈线性化相结合的方法来降低电机参数及不确定因素对系统控制器的影响。
     针对永磁同步电动机这一非线性系统,结合反推控制应用在永磁同步电动机位置伺服系统中,跟踪位置给定信号。其设计参数少,便于工程实现;另外反推控制是从Lyapunov稳定性出发来设计的,因此能够保证系统的稳定性。考虑永磁同步电动机实际运行过程中参数的变化,提出自适应与反推控制相结合的控制策略,能够有效抑制系统参数变化对系统速度跟踪伺服性能的影响。
     为了降低成本,提高系统的可靠性,利用永磁同步电动机定子交轴电流和转速度方程来构造了一降维线性Luenberger观测器来获得电机转速,采用反推控制来设计速度和电流控制器。通过仿真表明,这一方法是可行的,且系统具有快速的速度跟踪和转矩响应,
     依托浙江省科技计划重点项目“基于DSP控制的平缝机智能控制系统”,把反推控制策略应用与实际系统中,取得了良好的效果,并完成了项目的研制。
In the last several decades, the Permanent magnet synchronous motor(PMSM) is implied on many kinds of drive systems, compared with other motors, the PMSM has many individual features. At the dissertation, The control strategies and the practicality system are studied with PMSM servo systems.At first, the mathematical model of PMSM is presented. The way of SVPWM is discussed which is key on servo systems.PMSM is a nonlinear system with significant coupling. This paper applies the direct feedback linearization (DFL) theory. The appropriate coordinate transformation and nonlinear state feedback are obtained through Lie deriving the output variable, with which the PMSM system is input-output linearized. Furthermore, which realizes the completely dynamic decoupling, the method proposed in this paper has better speed tracking performances. The observer of disturbance torque is applied, and reduce the effect of torque disturbance to speed. In the end, the way with grey prediction reduce the effect which the lumped uncertainty and parameter are variety.The study bring forward backstepping control based on nonlinear control strategy which is applied to the position tracking controller design of PMSM servo system. The way has little designed parameter and it can easy realize. The design rule of backstepping makes the system global asymptotical stabilization with Lyapunov function. Finally, adaptive Backstepping control is applied to the position tracking control of PMSM with uncertain parameters.In order to decrease the cost and improve the reliability of system. PMSM speed is acquired through reduced-order Luenberger observer constructed through stator q-axis current and speed equations. The observer is simple and can achieve fast convergence through eigenvalues placement.Combined with Zhejiang province important science and technology reseach item"the intelligent control system of sewing based on DSP".it combined with practice system, and the item has finely effect.
引文
[1] 许振伟,永磁交流伺服系统及其控制策略研究,浙江大学博士论文,2003.
    [2] 潘月斗,全数字交流永磁同步电动机伺服系统及其控制策略的研究,天津大学博士论文
    [3] 陈伯时,电力拖动自动控制系统,北京:机械工业出版社,第二版,1992.
    [4] 陈伯时,运动控制,电工技术学报,增刊,1999,pp.59-64.
    [5] 刘宗富,二十一世纪的电气传动,电气传动自动化,Vol.19,No.1,1997,pp.3-7.
    [6] 唐任远,现化永磁电机理论与设计,北京:机械工业出版社,1997.
    [7] 陈伯时,交流传动系统的控制策略,电工技术学报,Vol.15,No.5,2000,pp.11-14.
    [8] 苏彦民,交流传动系统的控制策略,西安:西安交通大学,1996.
    [9] Taylor D G, Nonlinear control of electric machines: An overview, IEEE control system, No. 12, 1994.
    [10] 白晶,曲永印,交流异步电动机变频调速控制策略的研究,电气传动自动化,Vol.25,No.5,2003,pp.22-25.
    [11] 葛宝明,模型算法控制的交流位置伺服系统,电气传动,2001,Vol.4.
    [12] 张宗桐,通用变频器近十年发展概况,电世界,1998,No.8,pp.4-6.
    [13] 蒋静坪,计算机实时控制系统,杭州:浙江大学出版社,1992.
    [14] 秦忆等,现代交流伺服系统,武汉:华中理工出版社,1995.
    [15] 韩曾晋,自适应控制,北京:清华大学出版社,1995
    [16] 葛宝明,交流传动系统的新型控制策略,浙江大学博士学位论文,2000.
    [17] 田淳,胡育文,永磁同步电动机直接转矩控制系统理论及控制方案的研究,电工技术学报,Vol.16,No.1,2002,pp.7-11.
    [18] 胡奇峰,贺益康,基于DSP永磁同步电机直接转矩控制系统研究,电力电子技术,Vol.38,No.1,2004,pp.16-18.
    [19] 李夙,异步电动机直接转矩控制,北京:机械工业出版社,1994.
    [20] Pragasen Pillay, Ramu Krihnam, Application Characteristics of Permanent Magent Synchronous and Brushless DC Motors for Servo drives, IEEE Tra on Industry application, Vol. 27, No. 5, pp. 986-996.
    [21] 骆再飞,蒋静坪,交流伺服系统及其先进控制策略综述,机床与液压,No.6,2002,pp.7-10.
    [22] 刘豹,现代控制理论,北京:中国科学技术出版社,1990.
    [23] 王孝武,现化控制理论基础,北京:机械工业出版社,1998.
    [24] 冯纯伯,费树岷,非线性控制系统分析与设计,北京:电子工业出版社,1998.
    [25] 陈伯时,陈敏逊,交流调速系统,北京:机械工业出版社,1998.
    [26] 李永东,交流电机数字控制系统,北京:机械工业出版社,2002.
    [27] 冯垛生,曾岳南,无速度传感器矢量控制原理与实践,北京:机械工业出版社,2001.
    [28] 蒋志凯,数字滤波与卡尔曼滤波,中国科学技术出版社,1993.
    [29] 马小亮,大功率交-交变频调速及矢量控制技术,北京:机械工业出版社,1998.
    [30] 陈坚编著,交流电机数学模型及调速系统,北京:国防工业出版社,1989.
    [31] 陈伯时,冯晓刚等,电气传动系统的智能控制,电气传动,No.1,1997.
    [32] 王家军,齐冬莲,运动控制系统的发展与展望,电气时代,No.10,2004.
    [33] 李艳等,模糊控制在电气传动中的运用现状及前景,电气传动,1997,No.2,pp.3-9.
    [34] 郭庆鼎等,神经网络在伺服系统中的应用,电气传动,No.1,1997.
    [35] 龙英文,赵光宙,模糊滑模变结构控制在伺服系统中的应用,No.1,2004,pp.26-28.
    [36] 方光辉,变频调速技术在工业缝纫机中的应用,No.1,2004,pp.59-61.
    [37] 窦汝振、许镇琳,高性能全数字永磁交流伺服系统的研究,组合机床与自动化加工技术,No.9,2003,pp.66-68.
    [38] K.J. Hunt, Neural Networks for Control System-Survey Automation, 1992.
    [39] K.J. Astrom, Direction in Intelligent Control, IFAC International Symposium, 1991, pp. 15-17.
    [40] Texas Instruments, Implementation of Vector Control for PMSM Using the TMS320F240 DSP Literature number: SPRA494, 1998.
    [41] Dal Y. Ohm, Dynamic model of PM synchronous motor, www.drivetechinc.com
    [42] PRAGASEN PILLAY, RAMU KRISHNAN, Modeling, Simulation, and Analysis of Permanent Magnet Motor Drives, Part Ⅰ: The Permanent Magnet Synchronous Motor Drive, IEEE Transactions on Industry Application, Vol. 25, No. 2, 1989, pp. 265-273.
    [43] PRAGASEN PILLAY, R. KRISHNAN, Modeling of Permanent Magnet Motor Drives, IEEE Transactions on Industry Electronics, Vol. 35, No. 4, 1988, pp. 537-541.
    [44] 王莉,刘佳,永磁同步电机矢量控制系统的建模与仿真,洛阳工学院学报,Vol.22,No.4,2001,pp.51-54.
    [45] 楼顺天,基于MATLAB的系统分析与设计—控制系统,西安电子科技大学出版社,2000.
    [46] 张润和,崔丽丽,基于MATLAB的空间矢量脉宽调制方法的研究,辽宁工程技术大学学报,No.6,2004.
    [47] 吴守箴,臧英杰,电气传动的脉宽调制控制技术,北京,机械工业出版社,1998.
    [48] 王潞钢,陈林康,基于MATLAB的空间矢量脉宽调制逆变器的仿真,电机电器技术.No.3, 2001.
    [49] 杨贵杰,孙立等,空间矢量脉宽调制方法的研究,中国电机工程学报,No.5,2001.
    [50] 山圣峰,由DSP生成空间矢量脉宽调制波,微电机,No.5,2002.
    [51] 孙孝峰,李昕,邬伟扬,基于80C196单片机的空间矢量控制简洁算法实现,Vol.33,No.4,2003,pp.48-50.
    [52] 屈莉莉等,三相电压型PWM整流器空间矢量脉宽调制研究,电工技术杂志,No.7,2002。
    [53] Novica A. Losic, Modeling and Application of Space Vector Pulse Width Modulator, IEEE Trans, 1999, pp. 330-335.
    [54] Ying-Yu Tzou, Hau-Jean Hsu, FPGA Realization of Space Vector PWM Control IC for Three-Phase PWM Inverters, IEEE Trans. On Power Electronics, Vol. 12, No. 6, 1997, pp. 953-963.
    [55] Dong-Choon Lee, G-Myoung, A Novel Overmodulation Technique for Space Vector PWM Inverters, IEEE Trans. On Power Electronics, Vol. 13, No. 6, 1998, pp. 1144-1150.
    [56] 冯光,黄立培,朱东起,采用自抗扰控制器的高性能异步电机调速系统,中国电机工程学报,Vol.21,No.10,2001,pp.55-58.
    [57] 曹建荣等,基于逆系统理论的感应电机解耦控制的研究,电工技术学报,Vol.14,No.1,1999,pp.7-11.
    [58] 刘国海,戴先中,感应电动机调速系统的解耦控制,电工技术学报,Vol.16,No.5,2001,pp.30-34.
    [59] 张春朋等,基于直接反馈线性化的异步电动机非线性控制,中国电机工程学报,Vol.23,No.2,2003,pp.99-102.
    [60] 张纯明,郭庆鼎,基于反馈线性化的交流直线永磁同步伺服电动机速度跟踪控制,电工技术学报,Vol.18,No.3,2003,pp.5-9.
    [61] 张涛,蒋静坪,交流伺服系统的非线性控制,电工技术学报,Vol.16,No.1,2001,pp.57-60.
    [62] LucaAD, Ulivi G, Design of an exact nonlinear controller for induction motors, IEEE Trans. AC, Vol. 34, No. 12, 1989, pp. 1304-1307.
    [63] H. Sira-Ramirez, M. Rios-bolivar and A.S.I. Zinober, Adaptive input-Output Linear-ization for PWM Regulation of DC-to-DC Power Converters, Proc. American Control Conference, Vol. 1, 1995, pp. 81-85.
    [64] Gao Long, Chen Lin, Fan Yushun, A nonlinear control design for power system, Automatica, Vol. 28, No. 5, 1992, pp. 975-979.
    [65] 段富海,韩崇昭,动态逆方法和微分几何反馈线性化方法的对比,自动化与仪器仪表,Vol.101,No.3,2002,pp.4-6.
    [66] J Solsona, M I Valla, C Muravchik, Nonlinear control of a permanent magnet synchronous motor with disturbance torque estimation, IEEE Transactions on Energy Conversion, Vol. 15, No. 2, 2000, pp. 163-168.
    [67] 邓聚龙,灰色控制系统,武汉:华中工学院出版社,1987.
    [68] Deng J. L, Introduction to Grey system theory, The journal of Grey system, Vol. 1, No.1, 1989, pp. 25-41.
    [69] 邹健,杨莹春,诸静,基于灰色模型的预测模糊控制策略及其应用,中国电机工程学报,Vol.22,No.9,2002,pp.12-14.
    [70] 何新军,雷敏,灰色模糊控制在电机控制系统中的应用,基础自动化,No.4,2002.
    [71] Shiuh-Jer Huang, Chien-Lo Huang, Control of an Inverted pendulum using grey prediction model, IEEE Transactions on Industry Application, Vol. 36, No. 2, 2000.
    [72] 李江,孙海顺等,基于灰色系统理论的有源滤波器的预测控制,中国电机工程学报,Vol.22,No.2,2002,pp.6-10.
    [73] 闵大勇,陈绵云,在磁场定向控制的异步电机调速系统中应用灰色预测控制方案的研究,电气传动,No.4,2001,pp.10-13.
    [74] 张曙红,陈绵云,宋业新,一种实用的灰色变结构速度控制器的设计,华中科技大学学报,Vol.29,No.9,2001,pp.28-30.
    [75] 王军平,王安等,Fuzzy-Grey预测控制算法与应用,系统工程理论与实践,No.8,2002,pp.132-135.
    [76] 张曙红,宋业新,同小军等,交流调速系统中的灰色滑模变结构速度控制器设计,Vol.31,No.6,2001,pp.10-12.
    [77] Hsuan-Ming Feng, Ching-Chang Wong, A On-line Rule Tuning Grey Prediction Fuzzy Control System Design, IEEE Trans, 2002, pp. 1316-1321.
    [78] C. C. Wong, W.C. Liang, Grey Prediction Controller, The Jounal of Grey system, Vol. 10, No. 2, 1998, pp. 123-131.
    [79] M. Ilic-Spong, R. Marino, Feedback linearizing Control of Switch Reluctance Motors, IEEE Tran. On Aut. Cont., Vol. AC-32, 1987, pp. 371-379.
    [80] M.Bodson, J. Chiasson, High-Performance Nonlinear Feedback Control of a Permanent Magnet Stepper Motor, IEEE Trans. On Control Systems Technology, Vol. 1, 1993, pp. 5-13.
    [81] W. Gao, J.C Hung, Variable structure control of nonlinear systems: a new approach, IEEE Trans. Ind. Electron, Vol. 40, 1993, pp. 45-55.
    [82] 杨俊华,吴捷,胡跃明,反步方法原理及其在非线性鲁棒控制中的应用,控制与决策,Vol.17,supp.1,2002,pp.641-653.
    [83] 胡跃明,胡终须,毛宗源,非线性系统的近似化方法,控制理论与应用,Vol.18,No.2,2001,pp.160-165.
    [84] 戴先中、张兴华,基于无源性的感应电机转矩与转速控制,电工技术学报,Vol.16,No.4,2001,pp.34-38.
    [85] 程代展,洪奕光,秦化淑,多输入非线性系统后推型,控制理论与应用,Vol.15,No.6,1998,pp.824-830.
    [86] 孟传伟,陈辉堂,王月娟,基于backstepping的机器人鲁棒控制律设计,同济大学学报,Vol.28,No.4,2000,pp.443-447.
    [87] 楼顺天,陈新海,张贤达,基于神经网络的自适应回代控制,Proceedings of the 3rd World Congress on Intelligent Control and Automation, 2000, pp.1026-1029
    [88] 刘国海,戴先中,具有不确定负载的交流电机自适应后推控制方法,控制与决策,Vol.16,No.6,2001,pp.944-949.
    [89] KOKOTOVIC P, The joy of feedback: nonlinear and adaptive, IEEE Control System Magzine, Vol. 12, 1992, pp. 7-17.
    [90] R. Orgega, P. J. Nicklasson, G. Espinosa, Passivity-based control of the general rotating electrical machines, Proceedings of IEEE Conference on Decision and Control, 1994, pp. 4018-4023.
    [91] M. Azizur Rahman, D. Mahinda Vilathgamuwa, M. Nasir Uddin, Nonlinear Control of Interior Permanent Magnet Synchronous Motor, IEEE Transactions on Industry Applications, Vol. 39, No. 2, 2003, pp. 408-416.
    [92] 王家军,赵光宙,基于BACKSTEPPING的永磁同步电动机伺服系统的位置跟踪控制,电路与系统,Vol.9,No.6,2004,PPP.19-21.
    [93] Radwan T, Rahman M, Osheiba A, Dynamic analysis of a high performance permanent magnet synchronous motor drice, Proceedings of IEEE Canadian Conference of Electrical and Computer Engineering, 1996, pp. 611-614.
    [94] 许镇琳,王家军,孟明,基于Backstepping的不确定非完整控制系统的镇定,天津大学学报,Vol.37,No.9,2004,pp.802-805.
    [95] 裘君,赵光宙,刘栋良,王家军,交流伺服系统逆变器死区效应分析及其补偿策略,电气传动,2004增刊,pp.69-72.
    [96] J. Zhou, Y. Wang, Adaptive Backstepping speed controller design for a permanent magnet synchronous motor, IEEE Proceeding Electrical Application, Vol. 149, No. 2, 2002, pp. 165-172.
    [97] TAN H.L, CHANG J., Adaptive position of induction motor system under mechanical uncertainties, IEEE International Conference on Power Electrics and Drive system, 1999, pp. 597-602.
    [98] Li Yahua, Liu Guozhong, Zhuang Xianyi, Adaptive backstepping Control for Induction Motor based on Neural Networks and dynamic surface technical, IEEE Trans., 2003, pp. 826-831.
    [99] R. Marino, S. Peresada, P. Valigi, Adaptive input-output linearization control of induction motor, IEEE Trans. Auto. Control, Vol.38, 1993, pp. 208-221.
    [100] Hsin-Jang Shieh, Kuo-Kai Shuy, Nonlinear sliding-Mode torque control with adaptive backstepping approach for induction motor drive, IEEE Transaction on Industry Electronics, Vol. 46, No. 2, 1999, pp. 380-389.
    [101] V. Utkin, Sliding modes in control optimization, Springer Verlag, 1992.
    [102] NARENDRA K, ANNASWAMY A, Stable adaptive systems, U.S.A: Prentice Hall, 1989.
    [103] 梁艳,李永东,无传感器永磁同步电机矢量控制系统概述,电气传动,No.4,2003,pp.4-9.
    [104] Maidu M, Bose B K, Rotor Position Estimation scheme of a permanent magnet synchronous machine for high performance variable speed drive, IEEE IAS Annual Meeting, No.1, 1992, pp. 48-53.
    [105] Senjyu T, Shimabakuro T, Uezato. K, Vector control of permanent Magnet synchronous Motors without position and speed sensors, IEEE PESC Records, No. 2, 1995, DD. 759-765.
    [106] 文永明,沈传文,苏彦民,基于无位置传感器的永磁电机控制技术综述,微电机,Vol.35,No.6,2002,pp.32-35.
    [107] 李永东,李明才,感应电机高性能无速度传感器控制系统—回顾、现状与展望,电气传动,No.1,2004,pp.4-10.
    [108] 陈杰,李永东,异步电动机控制策略及无速度传感器系统工程综述,中国CACS论文集,1998,pp.29-40.
    [109] 杨耕,陈伯时,交流感应电动机无速度传感器的高动态性能控制方法综述,电气传动,No.3,2001,pp.3-8.
    [110] 戴瑜兴,王耀南,陈际达,基于DSP的模型参考自适应无速度传感器矢量控制,信息与控制,Vol.32,No.6,2003,pp.507-511.
    [111] 廖勇,张凤蕊,无传感器矢量控制系统及其速度估算的研究,电工技术学报,Vol.19,No.2,2004,pp.36-40.
    [112] 杨文强,李树广,贾正春,基于降阶推广卡尔曼滤波算法的交流感应电动机无速度传感器矢量控制系统,上海交通大学学报,Vol.37,No.9,2003,pp.1362-1365.
    [113] 梁艳,李永东,无传感器永磁同步电机矢量控制中转子初始位置的估算方法,电工技术杂志,No.2,2003,pp.10-13.
    [114] Silverio Bolognani, Luca Tubiana, Mauro zigliotto, Extended Kalman Filter Tuning in sensorless PMSM drives, IEEE Transaction on Industry Application, Vol. 39, No. 6, 2003, pp. 1741-1747.
    [115] R.Dhaouadi, N. Mohan, L. Norum, Design and Implementation of an extended kalman filter for the state estimation of a permanent magnet synchronous motor, IEEE Trans. Power Electron, Vol. 6, 2001, pp. 491-497.
    [116] French C, Acarnley P, Control Permanent Magnet Motor Drives Using a New position Estimation Technique, IEEE Trans. Ind, Vol. 32, No. 5, 1996, pp. 1089-1097.
    [117] Low T S, Lee T H, Chang K T, A Nonlinear Speed Observer for Permanent Magnet Synchronous Motor, IEEE Trans. Ind, Vol. 40, No. 3, 1993, pp. 307-316.
    [118] Solsona J, Valla M I, Muravchik C, A Nonlinear Reduced Order Observer for Permanent Magnet Synchronous Motor, IEEE Trans. Ind, Vol. 43, No. 4, 1996, pp. 492-497.
    [119] David G. Luenberger, An Introduction to Observers, IEEE Transaction on Automatic Control, Vol. AC-16, No. 6, 1971, pp. 596-602.
    [120] Jun Hu, Dong-qi Zhu, Bin Wu, Permanent Magnet Synchronous Motor Drives without Mechanical Sensors, IEEE Electrical and Computer Engineering Conference, No. 2, 1996, pp. 603-606.
    [121] LiMei Wang, Lorenz R D, Rotor Position Estimation for Permanent Magnet Synchronous Motor using Saliency tracking Self-sensing Method, IEEE IAS Annual Meeting, No.1, 2000, pp. 445-450.
    [122] Corley M J, Lorenz R D, Rotor Position and Velocity Estimation for a Permanent Magnet Synchronous Machine at standstill and High Speeds, IEEE IAS Annual Meeting, No.1, 1996, pp. 36-41.
    [123] Guo Qingding, Luo Ruifu, Wang Limei, Neural Network Adaptive Observer Based Position and Velocity Sensorless Control of PMSM, AMC' 96-MIE, 1996, pp. 41-46.
    [124] Kazutaka Tatematsu, Daisuke Hamada, New Approaches with Sensorless Drives, IEEE Industry Applications Magazine, 2002, pp. 44-50.
    [125] Nobuyuki Matsui, Sensorless Operation of Brushless DC Motor Drives, IEEE Trans, 1993, pp. 739-744.
    [126] Kiyoshi Sakamoto, Yoshitaka Iwaji, Tsunebiro Endo, Position and Speed Sensorless Control for PMSM Drive Using Direct Position Error Estimation, The 27th AnnuaI Conference of the IEEE Industrial Electronics Society, 2001, pp. 1680-1685.
    [127] Joohn-Sheok Kim, Seung-Ki Sul, High Performance PMSM Drives without Rosition Sensors Using Reduced Order Observer, IEEE Trans, 1995, pp. 75-82.
    [128] 潘月斗,许镇琳,一种新型交流伺服系统电流检测方法的研究,制造技术与机床,No.10,2003.
    [129] 王晓明,王玲,电动机的DSP控制-TI公司DSP应用,北京,北京航空航天大学出版社,2004.
    [130] 刘栋良,崔丽丽,开关电源电磁干扰分析与抑制,电源技术应用,No.6,2004,pp.381-384.
    [131] 刘栋良,崔丽丽,便携式数据采集与处理系统的研究,计算机测量与控制,No.3,2002,pp.127-128.
    [132] DongLiang, LIU, GuangZhou, ZHAO, Design of measurement and control system based on Intnet, ISIST2002, 2002, pp. 812-815.
    [133] 张寅孩,张仲超,基于PTS的交流异步电动机高速位置定位系统,电力电子技术,Vol.35,No.6,2001,pp.9-11.
    [134] 张寅孩,无速度传感器异步变频调速与位置伺服控制技术研究,浙江大学博士论文,2003.