用户名: 密码: 验证码:
迟滞系统的滑模变结构控制算法研究
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
迟滞系统是指一类在往复动力作用下表现出变化的非线性性质的系统,迟滞的存在会极大地影响控制性能,不但会降低控制精度而且有可能使得系统发散。滑模变结构是一类特殊的非线性控制,这种控制策略与其它控制的不同在于系统的“结构”并不固定,而是可以动态改变,可以使得控制具有快速响应、对参数变化及扰动不灵敏、物理实现简单等优点。本论文在前人研究的基础上,对迟滞系统的滑模变结构控制算法进行了较为深入的研究,取得系列研究成果。本文主要完成工作概括如下:
     (1)系统的分析了迟滞系统滑模变结构控制系统中的模型选取、控制器设计、控制系统结构设计方法以及收敛性理论等研究现状,分析了迟滞系统滑模变结构控制算法存在的问题和今后的研究方向。
     (2)针对普艾迟滞模型,提出一种基于全局滑模原理的跟踪控制器。通过设计迟滞观测器,在控制器直接加入补偿,而不需要建立迟滞的逆补偿,在保证系统状态有限时间收敛的前提下,求取滑模控制量,并给出了控制器满足的条件。
     (3)基于一种参数弱时变其上下界已知及带有未知迟滞的不确定系统,采用全局自适应滑模控制,通过自适应方案辨识未知迟滞密度函数及增益。仿真实验表明,该滑模迟滞补偿能有效补偿迟滞特性,具有鲁棒性。
     (4)针对一种摩擦迟滞的微分模型-LuGre模型,设计了模糊滑模跟踪控制器。在控制器的设计中,采用模糊规则,根据滑模到达条件对未知的迟滞不确定项进行有效观测,从而消除常规做法的干扰有界项,达到消除抖振。
System with hysteresis is under the action of reciprocating power to show non-linear nature of the changes. The existence of hysteresis will greatly affect the control performance, not only will exhibit undesirable inaccuracies or oscillations and potentially makes the system unstable.Variable structure control is a special class of nonlinear control, whose control structure is not fixed but can be changed in a dynamic process. So it not only shows a rapid response to the parameters’change and disturbance insensitive, but also has the advantage of an easy physical realization, Hence the design method based on the essence of sliding is proposed. Based on the previous research work, further research on sliding-mode control algorithm of system with hysteresis is carried out in this degree thesis. The main work of the thesis is illustrated as follows:
     (1)The adoption guidance of hysteresis model, design methods of controllers, architecture strategies of sliding-mode control of systems with hysteresis are surveyed separately, and the existing problems as well as research directions are indicated systematically.
     (2) A globe sliding mode control associated with compensating based on hysteresis observer is proposed. Prandtl-Ishlinskii (PI) model is used to model the hysteresis nonlinearity, so the system can be divided into two parts. As the precision parameters of the system’s uncertain part can’t be obtained, the control with hysteresis observer is designed to compensate this nonlinearity.The global stability of the system and tracking a desired trajectory to a certain precision are achieved. Simulation results attained are presented to illustrate and further validate the effectiveness of the proposed control.
     (3) Deal with globe adaptive Sliding Mode Control of uncertain Systems with Prandtl-Ishlinskii Hysteresis and Disturbances. By using a Prandtl-Ishlinskii model with play and stop operators and by exploring the properties of this model intuitively and mathematically,As the parameters of the system are changed during a period, the positioning accuracy of the system is limited due to the hysteretic nonlinearity. To compensate this nonlinearity, a globe adaptive sliding mode control associated with compensating is proposed .The global stability of the system and tracking a desired trajectory to a certain precision are achieved. Simulation results attained are presented to illustrate and further validate the effectiveness of the proposed control.
     (4)The novel design method of globe fuzzy sliding-mode control is proposed for a kind of friction unknown hystersis systeam. To mitigate the effects of hysteresis without constructing inverse hysteresis nonlinearity, Lugre mode is applied to combine with fuzzy sliding-mode control, the fuzzy rulers are given to observe hysteresis nonlinearities based on the conditions of sliding-mode control reach law. The global stability of system is proved. Simulation result shows it can track a desired trajectory in high precision.
引文
[1] John A.,Kusters and John R Vig.Hysteresis in Quartz Resonators-A review [J].IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control,1991,38(3):281-291.
    [2] R.C.Jaeger,J.C.Suhling,A.T.Bradley and J.Xu.Silicon.Piezoresistive Stress Sensors Using MOS and Bipolar Transistors[J].Advances in Electronic Packaging-ASME,1999,26(1): 215-225.
    [3] R.C.Jaeger,J.C.Suhling,M.T.Carey and R.W.Johnson.A Piezoresistive Sensor Chip for Measurement of Stress in Electronic Packaging[C].Electronic Components and Technology Conference 1993,1993:686-692.
    [4] C.S.r and R.N.Thurs.Transducers Utilizing the Transverse and Shear Piezoresistance Effects[J].Journal of Applied Physics,1961,32(1):156-180.
    [5]李春涛,谭永红.迟滞非线性系统的建模与控制[J].桂林电子工业学院学报,2005,24(1):12-24.
    [6] XIAOBO TAN and RAM V.IYER.Modeling and control of hysteresis[J].IEEE Control Systems Magazine,2009,29(1):26-28,
    [7]陈增强,郭纯,赵加祥,袁著祉.基于Preisach模型的迟滞系统建模与控制[J].控制工程,2006,13(4):270-273.
    [8]党选举,谭永红.基于WINEER模型的压电陶瓷神经网络动态迟滞模型的研究[J].系统仿真学报,2005,1.17(11):270-273.
    [9]赵新龙,谭永红.对Preisach类的迟滞非线性神经网络建模[J].控制理论与应用, 2006,23(4):581-585.
    [10]高为炳.变结构控制的理论及设计方法[M].北京:科学出版社,1996.
    [11]姚琼荟,黄继起,吴汉松.变结构控制系统[M].第1版.重庆:重庆大学出版社,1997.
    [12]胡跃明.变结构控制理论与应用[M].科学出版社,2003.
    [13] Tao G,Kokotovie P V.Adaptive control of Plants with unknown hysteresis[J].IEEE Transactions on Automatic Control,1995,40(2):200-212.
    [14]赵彤,张化祥,曹梦龙,谭永红.基于径向基函数神经网络迟滞非线性自适应控制[J].上海交通大学学报, 2005,39(12):2002-2005.
    [15]王博.基于支持向量机的迟滞系统建模和控制.浙江大学.硕士学位论文.2006.
    [16] R.C.Smith,Z.Ounaies,and R Wieman.A Model for Rate dependent Hysteresis in Piezoceramix Materials Operating at Low Frequencies[J].Technical Report, NASNCR-2001 -211-62,NASA Langley Research Center,2001,12(3):347-354.
    [17] K.Furutani,M.Urushibata,and N.Mohri.Improvement of Control Method for Piezoelectric Actuator by Combining Induced Charge Feedback with Inverse Transfer Function Compensation[C].IEEE Int.Conf.on Robotics & Automation,Leuven,Belgium,May 1998: 1145-1156.
    [18] Cruz-Hernandez J,Hayward V.Phase control approach to hysteresis reduction[J].IEEE Transactions Control System Technology,2001,9(4):17-26.
    [19]刘向东,王伟.动态迟滞非线性自适应补偿控制方法[J].北京理工大学学报,2006,26(4):288-289.
    [20] KAM K.LEANG,QINGZE ZOU,and SANTOSH DEVASIA.Feedforward Control of Pie- zoactuators in Atomic Force Microscope Systems[J].IEEE Control Systems Magazine, 2009,30(1):70-82.
    [21] Utkin V.1.Variable Structure system with sliding modes[J].IEEE Transaction on Automation Control,1977,22(2):212-222.
    [22] ItkisY.Control systems of variable structure[M].New York:Wiley,1976.
    [23] Oucheriah S.Dynamic compensation of uncertain time-delay systems using variable structure approach[J].IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications,1995,42(8):466-470.
    [24] Zhang Bin and Li Yaohua.A PMSM sliding mode control system based on model reference adaptive control[C].Proceedings the Third International Power Electronics and Motion Control Conference.PIEMC2000 Press,2000:336-341.
    [25] Lin F.J.and Chiu S.L.Adaptive fuzzy sliding-mode control for PM Synchronous servo motor drives[J].IEEE Proceedings Contro1 Theory and Applications,1998,145(1):63-72.
    [26] Wai Rong-Jong,Lin Faa-Jeng and Shyu Kuo-Kai.A toggle mechanism Servo system with variable structure mode-following control[J].International Journal of Systems Science, 1999,30(11):1213-1225.
    [27]邱焕耀,毛宗源.采用模糊控制的感应电动机解耦变结构控制系统的研究[J].自动化学报,1998,24(3):391-394.
    [28]刘向东,王伟.一类迟滞模型的动态滑模跟踪控制器设计[J].控制与决策,2008,22(8):878-881.
    [29]刘向东,王伟.一种基于滑模原理的新型迟滞补偿器的设计[J].IEEE Intelligent Control and Automatio,2006,12(3):8397-8401.
    [30]王伟,刘向东.压电迟滞系统的3阶滑模跟踪控制器设计[J].控制理论与应用,2008,25(3):456-461.
    [31]王湘江,王兴松.基于KP模型的GMA迟滞系统辨识与补偿[J].中国机械工程,2008,19(10):1167-1173.
    [32] Y.K.Wen.Equivalent linearization for hysteretic systems under random excitations [J].Appl.Mech,ASME,1980,47(1):150-154.
    [33] M.L.Corradini,G.Orlando,and G.Parlangeli.A VSC Approach for the Robust Stabilization of Nonlinear Plants With Uncertain Nonsmooth Actuator Nonlinearities-A Unified Framework[J].IEEE Transactions on Automatic Control,2004,49(5):807-813.
    [34] Chun-Yi Su,Qingqing Wang,Xinkai Chen,and Subhash Rakheja.Adaptive Variable Structure Control of a Class of Nonlinear Systems With Unknown Prandtl–Ishlinskii Hysteresis[J].IEEE Transactions on Automatic Control,2005,50(12):2069-2073.
    [35] Xinkai Chen and Takeshi Hisayama.Robust Control for Uncertain Systems Preceded by Hysteresis and Disturbances[C].Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation.Harbin:2007 SICE Press,2007,8:533-538.
    [36] C.L.Hwang.Sliding mode control using time-varying switching gain and boundary layer for electrohydraulic position and differential pressure control[J].Proc.IEE-Control Theory Applicat,pt.D,1996,143(4):325-332.
    [37] Brian AH,Dupont P,Canudas De Wit C.A survey of models,analysis tools and compensation methods for the control of machines with friction[J].Automatica,1994,30(7):1083-138.
    [38] Jeong Ju Choi,Seong Ik Han,Jong Shik Kim.Development of a novel dynamic friction model and precise tracking control using adaptive back-stepping sliding mode controller [J].Mechatronics 16,2006,10(4):97-104.
    [39] Hwee Choo Liaw,Bijan Shirinzadeh,Julian Smith.Adaptive Sliding Motion Tracking Control of Piezo-Driven Flexure-Based Mechanism[C].16th IEEE International Conference on Control Applications Part of IEEE Multi-conference on Systems and Control.Singapore:2007 IEEE Press,2007:1450-1455.
    [40] Hwee Choo Liaw,Student Member,IEEE,Bijan Shirinzadeh,Member,IEEE,and Julian Smith.Sliding-Mode Enhanced Adaptive Motion Tracking Control of Piezoelectric Actuation Systems for Micro/Nano Manipulation[J].IEEE Transactions on Control Systems Technology Systems Technology,2008,16(4):826-833.
    [41] HweeChoo,Liawa,Bijan,Shirinzadeh,Julian Smith.Enhanced sliding mode motion tracking control of piezoelectric actuators[J].Sensors and Actuators A: Physical,2007, 138(25):194-202.
    [42] M.Letizia Gianfranco,Parlangeli.Robust stabilization of nonlinear uncertain plants with hysteresis in the actuator: a sliding mode approach[J].2002 IEEE SMC,2002,123(20): 250-256.
    [43] Qingqing Wang,Chun-Yi Su.Robust adaptive control of a class of nonlinear systems including actuator hysteresis with Prandtl–Ishlinskii presentations[J].Automatica,2006,42 (22):859-867.
    [44] B.M.Chen,T.H.Lee,C.C.Hang,Y.Guo,and S.Weerasmriya.An H∞Almost Distur- bance Decoupling Robust Controller Design for a Piezoelectric Bimorph Actuator with Hysteresis[J].IEEE Tranactions Automation and Control,1999,7(2):160-174.
    [45] Y.Feng,Y.X.We,Y.M.Hu,and C.Y.Su.Adaptive backstepping control of a class of uncertain nonlinear systems with Prandtl-Ishlinskii hysteresis[C].4th International Conference on Machine Learning and Cybernetics.Guangzhou:2005 IEEE,2005:697-701.
    [46] Chun-Yi Su,Qingqing Wang,Xinkai Chen,and Subhash Rakheja.Backstepping Based Variable Structure Control of a Class of Nonlinear Systems Preceded by Hysteresis [C].2005 International Conference on Control and Automation.Budapest:ICCA2005 Press,2005:288-292.
    [47] Chih-Lyang Hwang,Chau Jan,and Ye-Hwa Chen.Piezomechanics Using Intelligent Variable-Structure Control[J].IEEE Transactions on Industrial Electronics,2001,48(1): 47-59.
    [48] C.L.Hwang and C.Jan.A Reinforcement Discrete Neuro-Adaptive Control for Unknown Piezoelectric Actuator Systems with Dominant Hysteresis[J].IEEE Transaction on Neural Networks, 2003,14(1):66-78.
    [49] Haiyan Yu,Qing Hu and Xiying Ding.Fuzzy Sliding Mode Variable Structure Control of Three-phase Rectifier[C].Fourth International Conference on Fuzzy Systems and Knowledge Discovery:2007FSKD Press,2007,40:23-36.
    [50] A.Boulkroune,M.M’Saad,M,Tadjine,and M.Far.Adaptive Fuzzy Control of MIMO Nonlinear Systems with Unknown Hysteresis and Control Gain Matrix Sign[C].16th Mediterranean Conference on Control and Automation Congress Centre. Ajaccio,France: 2008IEEE Press, 2008:380-385.
    [51] F.L.Wen,Member,IEEE,C.Y.Yen,and M.S.Ouyang.Fuzzy.Sliding-mode Control for Thin-disc Ultrasonic Motor[C].Proceedings of the 2004 IEEE International Conference on Control Applications.Taipei,Taiwan: 2004 IEEE Press,2004:81-86.
    [52] K.Abidi,A.Sabanovic,and S.Yesilyurt.Sliding Mode Control Based Disturbance Compensation and External Force Estimation for a Piezoelectric Actuator[C].The 8th IEEE International Workshop on Advance Motion Control,2004:529-534.
    [53] Jun-Koo Kang and Seung-Ki Sul.Analysis and Prediction of Inverter Switching Frequency in Direct Torque Control of Induction Machine Based on Hysteresis Bands and Machine Parameters[J].IEEE Transactions on Industrial Electronics,2001,48(3):545-553.
    [54] Jyh-Ching Juang and Yi-Hsien Chiang.Predictive Control of a Hysteretic Model -with Applications to Intelligent Transportation System [J].2003 IEEE Intelligent Transportation Systems,2003,35(1):814-818.
    [55] Faa-Jeng Lin,Hsin-Jang Shieh,Member and Po-Kai Huang.Adaptive Wavelet Neural Network Control With Hysteresis Estimation for Piezo-Positioning Mechanism[J].IEEE Transactions on Neural Networks,2006,17(2):432-444.
    [56] Chih-Lyang Hwang,Yung-Ming Chen,and Chau Jan.Trajectory Tracking of Large- Displacement Piezoelectric Actuators Using a Nonlinear Observer-Based Variable Structure Control[J].Control Systems Technology,2005,13(1):56-66.
    [57] Chih-Lyang Hwang and Chau Jan.State-Estimator-Based Feedback Control for a Class of Piezoelectric Systems With Hysteretic Nonlinearity[J].IEEE Transactions on Systems, Man,And Cybernetics-Part A: Systems And Humans,2005,35(5):654-664.
    [58] Shahzad Khan,Meltem Elitas,Emrah Deniz Kunt,Asif Sabanovic.Discrete Sliding Mode Control of Piezo Actuator in Nano-Scale Range[C].2006 IEEE International Conference onIndustrial Technology,2006:1454-1459.
    [59] Roy A.McCann,Mohammad S.Islam and Iqbal Husain.Application of a Sliding-Mode Observer for Position and Speed Estimation in Switched Reluctance Motor Drives[J].IEEE Transactions On Industry Applications,2001,37(1):51-58.
    [60]娄志娥,高岩,薛晨曦.具有非光滑Lyapunov函数控制系统的反馈控制器设计及仿真[J].上海理工大学学报,2008,30(4):365-368.
    [61] Gao Yan,Lygeros J,Quincampoix M,et a1.On the control of uncertain impulsive systems: approximate stabilization and controlled invariance[J].International Journal of Control, 2004,77(16):393-407.
    [62] Gao Yan,Lyger0s J,Quinc 0ix M,et a1.Approximate stabilization of uncertain hybrid systems with controllable transitions[C].Proceedings 42~(nd) IEEE Conference on Decision and Control,2003,2:1675-1680.
    [63] Hsin-Jang Shieh and Chia-Hsiang Hsu.An Adaptive Approximator-Based Backstepping Control Approach for Piezoactuator-Driven Stages[J].IEEE Transactions On Industrial Electronics,2008,55(4):1729-1738.
    [64] S.Kodama,H.Shirakawa.Stability of Nonlinear Feedback Systems with Backlash [J].IEEE Transactions On Automatic Control,1968,13(4):392-399.
    [65] JinHyoung Oh and Dennis S.Bernstein.Step Convergence Analysis of Nonlinear Feedback Hysteresis Models[C].2005 American Control Conference.Portland:2005 AACC Press, 2005,1:697-702.
    [66] M.Kaneko,W.Paetsch,and H.Tolle.Input-Dependent Stability of Joint Torque Control of Tendon-Driven Robot Hands[J].IEEE Transactions on Industrial Electronics,1992,39(2): 96-104.
    [67] A.Cabrera-Amado and G.Silva-Navarro.Semiactive Sliding-Mode Control of the Unbalance Response in a Rotor-Bearing System Supported on MR Dampers[C].2007 46th Inter- national Conference on Decision and Control Engineering.New Orleans:46th IEEE CDC Press,2007:4513-4518.
    [68] Jing-Chung Shen,Wen-Yuh Jywe,Huan-Keng Chiang,Yu-Ling Shu.Precision tracking control of a piezoelectric-actuated system[C].2007 Mediterranean Conference on Control &Automation,2007:71-78.
    [69] R.Galindo-del-Valle,M.Cotorogea-Pfeifer,D.Biel-Sole.Sliding Mode Control of a Doubly Fed Induction Generator Supplying an Isolated RL Load[C].2006 International Power Electronics Congress,2006:245-250.
    [70] M.Kadjoudj,A.Golea,N.Golea,M.E.Benbouzid.Speed Sliding Control of PMSM Drives[C]. 3~(rd) International Symposium on Computational Intelligence and Intelligent Informatics. Agadir,Morocco:ISCIII 2007 Press,2007:137-141.
    [71]杨俊.扩散硅压力传感器迟滞建模与补偿研究.桂林电子科技大学.硕士学位论文.2007.
    [72] Hsin-Nan Chiang,Tsung-Lin Chou,Chun-Te Lin,Kuo-Ning Chiang.Investigation of the Hysteresis Phenomenon of A Silicon-based Piezoresistive Pressure Sensor[C].Inter- national Micro-systems,Packaging,Assembly and Circuits Technology 2007,2007:165- 168.
    [73] Chen P.and Montgomery S.A macroscopic theroy for the existence of the hysteresis and butterfly loops in ferroelectrity[J].Ferroelectrics,1980,23(3):199-207.
    [74] Mayergoyz ID.Mathematical models of hysteresis[J].IEEE Transactons on Magnetics, 1986,22(5):603-608.
    [75] I.D.Mayergoyz.Mathematical models of hysteresis[M].New York:Springer-Verlag,1991.
    [76] I.D.Mayergoyz,G.Friedman.Generalized Preisach model of hystereisis[J].IEEE Tran- saction on Magnetics,1988,24(1):212-217.
    [77] M.A.Krasnosel’skii and A.V.Pokrovskii.System with hysteresis[M].New York,Springer -Verlag,1989.
    [78] G.V.Webb and D.C.Lagoudas.Hysteresis modeling of SMA actuators for control application[J].Int.Mater.Syst.Struct.9,1998:432-448.
    [79] Jack W.Macki,Paolo Nistri,Pietro Zecca.Mathematical models for hysteresis [J].SIAM Review,1993,35(1):94-123.
    [80] Kuhnen,K.Modeling,Identification and Compensation of complex hysteretic Non- linearities-A modified Prandtl-Ishlinskii approach[J].In European Journal of Control, 2003,9(4):407-418.
    [81] Y.K.Wen.Method for random vibration of hysteretic systems[J].J.Engr.Mech, 1976,102: 249-263.
    [82] Y.K.Wen.Equivalent linearization for hysteretic systems under random excitations[J].J.Appl.Mech.,ASME,1980,47(1):150-154.
    [83] Jeong Ju Choi,Seong Ik Han,Jong Shik Kim.Development of a novel dynamic friction model and precise tracking control using adaptive back-stepping sliding mode controller[J]. Mechatronics 16,2006(2):97-104.
    [84]李伟,王轲,朱德懋,吴菊林.基于遗传算法的非线性迟滞系统参数识别[J].Journal Of Vibration and Shock,2000,19(1):8-11.
    [85] Ismail A.Mohammed,Bakir A.R.AI-Hashemy,and Mohammed A.Tawfik.A Fourier Descriptor Model of Hysteresis Loops for Sinusoidal and Distorted Waveforms[J].IEEE Transactions On Magnetics,1997,33(1):69-74.
    [86]党选举,谭永红.基于灰色理论的压电陶瓷迟滞特性的神经网络建模研究[J].仪器仪表,2005,26(9):913-916.
    [87] Ping Ge,Musa Jouaneh.Generalized preisach model for hysteresis nonlinearity of piezoceramic actuators[J].Precision Engineering,1997,20(2):99-111.
    [88] G.Webb,D.Lagoudas.Hysteres is modeling of SMA actuator for control application [J].Journal of Intelligent Material Systems and Structures,1998,9(5):432-448.
    [89] RAM V.IYER and XIAOBO TAN.Control of Hysteretic Systems Through Inverse Compensation[J].2009 IEEE Control Systems Magazine,2009,29(1):83-99.
    [90] Xinkai Chen,Takeshi Hisayama,Chun-Yi Su.Pseudo-inverse-based adaptive control for uncertain discrete time systems preceded by hysteresis[J].Automatica,2008,45(2):469-476.
    [91] Krejci,P.,& Huhnen,K.Inverse control of systems with hysteresis and creep[J].Proceedings of the Institution of Electrical Engineers Control Theory and Applications,2001,148(3):185 -192.
    [92] G.Tao,P.V.Kolotovic.Adaptive control of plants with unknown hysteresis[J].IEEE Transaction on Automatic Control,1995,40(2):200-212.
    [93] J.-H.Xu.Neural Network Control of a Piezo Tool Positioner[C].1993 Canadian Conference on Electrical and Computer Engineering-CCECE,1993,1:333-336.
    [94] Micky Rakotondrabe,Cedric Clevy,and Philippe Lutz.Hysteresis and Vibration Com- pensation in a NonLinear Unimorph Piezocantilever[C].2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.Nice:AS2M Press,2008:558-563.
    [95] Hwee Choo Liaw,Bijan Shirinzadeh.Robust Neural Network Motion Tracking Control ofPiezoelectric Actuation Systems for Micro/Nanomanipulation [J].IEEE Transactions On Neural Networks,2009,20(2):356-367.
    [96] Faycal Ikhouane,Victor Manosa,Jose Rodellar.Adaptive control of a hysteretic structural system[J].Automatica,2005,41(2):225-231.
    [97] Chun-Yi Su,Yury Stepanenko,Jaroslav Svoboda,etc.,Robust Adaptive Control of a Class of Nonlinear Systems with Unknown Backlash-Like Hysteresis[J].IEEE Transactions On Automatic Control,2000,45(12):427-432.
    [98]王丰尧.滑模变结构控制[M].机械工业出版社,2005.
    [99]刘金琨.滑模变结构控制MATLAB仿真[M].北京:清华大学出版社,2005.
    [100] Chih-Jer Lin,Sheng-Ren Yang.Precise positioning of piezo-actuated stages using hysteresis -observer based control [J].Mechatronics 16,2006,16(7):417-426.
    [101] V.I.Utkin.Variable structure systems with sliding mode:A survey[J].IEEE Transactions Automatic Control,1977,22(7):212-214.
    [102] Faa-Jeng Lin,Hsin-Jang Shieh,Po-Kai Huang,and Li-Tao Teng.Adaptive Control with Hysteresis Estimation and Compensation Using RFNN for Piezo-Actuatorieee[J]. Transactions on Ultrasonics,Ferroelectrics and Frequency control,2006,53(9):123-134.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700