非线性系统的鲁棒控制理论及其应用
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摘要
近年来,非线性H_∞控制问题备受关注,取得了一系列重要成果,但是仍然有许多工作需要深入去做,相关的理论需要改进,已有的结果也亟待创造性地运用。
     本论文从耗散系统原理的角度对非线性H_∞控制理论进行了总结和补充,籍此研究了不确定非线性系统,特别是多时滞非线性系统的H_∞控制问题以及与H_∞控制相关的其他问题,取得了如下成果:
     1.探讨了仅存在状态摄动的不确定非线性系统的鲁棒H_∞控制问题,给出了此类系统的状态反馈、输出反馈以及基于观测器的输出反馈的H_∞控制问题有解的充分条件和控制器的设计方法;在此基础上,进一步探讨了同时含有状态摄动和状态导数摄动的不确定非线性系统的鲁棒性能准则设计问题。
     2.运用H_∞控制原理研究了多时滞非线性系统的干扰抑制问题,得出了状态反馈和输出反馈控制器的设计方法。特别地,利用线性矩阵不等式方法设计了该类系统的输出反馈控制器,并给出了此类控制器各参数矩阵的计算方法;将H_∞控制原理和自适应设计原理相结合,给出了一类多时滞非线性系统的自适应鲁棒控制和自适应H_∞控制设计。
     3.将H_∞控制理论应用到非线性系统的模型简化问题、输出跟踪问题和滤波问题中。探讨了多时滞非线性系统的H_∞模型简化问题,将高阶的不确定多时滞非线性系统分别简化为低阶的线性时滞系统、低阶的线性系统甚至简单的零阶输入输出映射;应用H_∞控制理论解决了受扰非线性系统的输出跟踪问题,给出了分析此类问题的一般方法;总结并说明了H_∞滤波问题可解的充分条件。
     4.探讨了非线性系统混合H_2/H_∞控制问题可解的充分条件,并揭示了非线性系统H_2控制、H_∞控制以及混合H_2/H_∞控制问题之间的关系,给出了三者的统一表达式。
     5.应用非线性H_∞和H_2/H_∞控制理论解决了刚体姿态系统和机器人系统的H_∞控制问题、干扰近似解耦问题等,验证了论文有关结论的合理性和有效性。
Although much attention has been paid to the nonlinear H∞ control and many important achievements have been obtained in recent years, lots of work are still to be done. The relevant nonlinear H∞ control theories need to be improved, while the existing results should be applied urgently.
    In this dissertation, the basic theoretic results on nonlinear H∞ control theory are summarized and developed firstly from the perspective of dissipation theory, then the robust H∞ control problems of uncertain nonlinear systems, especially those of the nonlinear systems with multiple time delays, and several other problems related to the H∞ control are investigated based on the theoretic results above. The contributions of this dissertation are as follows.
    1. The robust H∞ control problems of nonlinear systems with state perturbations are studied. The corresponding sufficient conditions for the solvability of H∞ control problems via the state feedback control, the output control and the output control based on observers are put forward, while the design methods of these kind controller are proposed. Then the performance criteria design is discussed for a class of nonlinear uncertain systems with state perturbations and state's derivative perturbations as well.
    2. Robust disturbance attenuation problems for uncertain upper-bounded nonlinear systems with multiple time delays are solved. The design methods via the state feedback control and the output control are put forward. Particularly, an output feedback controller is constructed by using the LMI method and the matrices related to the controller are parameterized. Combining H∞ control theory and adaptive control theory, I designed adaptive controllers for robust stabilization and robust disturbance attenuation of uncertain nonlinear systems with multiple time delays whose upper bounds are partially known are designed.
    3. The H∞ control theories are applied to solve model reduction problems, output tracking problems and filtering problems. The H∞ model reduction problem of a
    
    
    
    kind of uncertain nonlinear systems with multiple time delays is studied. Model reduction methods are presented that can simplify the uncertain nonlinear systems with multiple time delays to be low order linear delayed systems or low order linear systems, or even the zero order input-output mappings. The output tracking problem of disturbed nonlinear systems is solved by the H∞ control theory, the analysis method is proposed. The sufficient conditions for the solvability of the H∞ filtering problem of nonlinear systems are obtained.
    4. The mixed H2/H∞ control problem of nonlinear systems is investigated. The relationships among the H∞ control, the H∞ control and the mixed H∞/H∞ control are explained. A unified formula for the H∞ control, the H∞ control and the mixed H∞/H∞ control is deduced.
    5. The nonlinear H∞ and H2/H∞ control theories are applied to solve the problem of robust H∞ control and the problem of disturbance almost decoupling of the rigid body attitude systems and the robot systems to verify the rationality and the validity of the results proposed in this dissertation.
引文
1 Ball, J. A. and Cohen, N. The sensitivity minimization in an H∞ norm: parameterization of all optimal solutions. Int. J of Control, 1987, 46:785-81 6
    2 Qu Zhihua. Robust control of nonlinear uncertain systems under generalized matching conditions. Automatica,1993,29(4) :985-998
    3 Qu Zhihua. Robust control of nonlinear uncertain systems without generalized matching conditions. IEEE Trans. Autom. Contr., 1995,40(8:31453-1460
    4 Federico Najson, Eliezer Kreindler. On the Lyapunov approach to robust stabilization of uncertain systems. Int. J of Robust and Nonlinear Control, 1996, 6:41-63
    5 Lee S H, Lim J T. Robust control in uncertain nonlinear systems with exogenous signals. Int. J Syst.Sci, 1999, 30(1) : 19-23
    6 Krstic M, Kanellakopoulos I, Kokotovic P. Nonlinear and adaptive control design. New York: Wiley, 1995
    7 Arack M,Seron M,Bravsky J,Kokotovic P. Robustification of backstepping against input unmodeled dynamics. IEEE Trans. Automa. Contr.,2000,45(8) : 1-6
    8 Isidori A. Nonlinear control systems: an introduction, 2nd Ed. New York:Springer-Verlag, 1992
    9 Lin W. Global robust stabilization of minimum phase nonlinear systems with uncertainty. Automatica, 1997,33(3) :453-462
    10 Su W, Xie L. Robust control of nonlinear feedback passive systems. System & Control letters, 1996,28:85-93
    11 Lin W, She T. Robust passivity and feedback design for minimum phase nonlinear systems with struvtureal uncertainty. Automatica,1999,35(1) :35-48
    12 Jiang Z P, Mareels I M Y. A small-gain control method for nonlinear cascaded systems with dynamic uncertainties. IEEE Trans. Autom. Contr., 1997,42(3) :292-308
    13 Shen T, Tamura K, Nikiforuk P N. Robust feedback design of nonlinear cascaded systems with structural uncertainty. Preprints of IFAC World Congress, Beijing, 1999
    14 Hill D J,Moylan P J. The stability of nonlinear dissipative systems. IEEE Trans. Autom. Contr., 1976,2:708-711
    15 Lin W. Global asymptotic Stabilization of general Nonlinear Systems with stable Free Dynamics via passivity and bounded feedback. Automatica, 1996,32(6) :915-924
    16 申铁龙.机器人鲁棒控制基础,北京:清华大学出版社,2000:66-77
    17 Byrnes C I, Isidori A, Willems J C. Passivity, feedback equivalence and the global stabilization
    
    of minimum phase nonlinear systems. IEEE Trans. Autom. Contr., 1991,36(11) :1228-1240
    18 Sepulchre R, Jankovic M, Kokotovic P V. Constructive nonlinear control. London : Springer, 1997
    19 Isidori A, Joshi S M, Kelkar A G. Asymptotic stability of interconnected passive nonlinear systems. Int. J. Robust Nonlinear Control, 1999(9) :261-273
    20 Ortega R. Passivity properties for stabiliztion of cascaded nonlinear systems. Automatica, 1991,27(2) : 423-424
    21 Mei Shenwei, Shen T, Sun Y,Lu Q. Passivation control of nonlinear systems with disturbances. Control Theory and Applications,1999,16(6) :797-801
    22 Zames G. Feedback and optimal sensitivity: model reference transformations, multiplicative seminorms, and approximate inverse. IEEE Trans. Autom. Contr., 1981,26:301-320
    23 Doyle J C. et al. State-space solutions to standard H2 and H∞ control problems. IEEE Trans. Autom. Contr., 1989,34: 831-847
    24 Ball J A, Helton J W. Optimal control for nonlinear plants: connection with differential games. In Proc. 28th Conf. Decision and Control, 1989, tampa, Fl:956962
    25 Basar T, Bernhard P. H∞ optimal control and related minimal design problem. Boston: Birkhauser, 1990
    26 Van der Schaft, A J. A state-space approach to nonlinear H∞ control. Syst. And contr. Lett, 1991,16:1-8
    27 Van der Schaft, A J. L2-gain analysis of nonlinear systems and nonlinear H∞ control. IEEE Trans. Autom. Contr., 1992,37:770-784
    28 Byrnes C I, Isidori A, Willems J. Passivity, feedback equivalence and the global stabilization of minimum ohase nonlinear systems. IEEE Trans. Autom. Contr., 1991,36:1228-1240
    29 Yung Chee-Fai, Wu Jeng-Lang, Lee Tsu-Tian. Parameterization of nonlinear H∞ state feedback controllers. Automatica, 1997,33(8) : 1587-1590
    30 Su weizhoui Souze C E D, Xie Lihua. H∞ control for asymptotically stable nonlinear systems. IEEE Trans. Autom. Contr. 1999,44(5) :989-993
    31 Ball J A, Helton J W, Walker M L,. H∞ control for nonlinear systems with output feedback. 1993,38(4) :546-558
    32 Isidori A. H∞ control via measurement feedback for affine nonlinear systems. Int. J of robust and nonlinear control, 1994,4: 553-574
    33 Isidori A., A.Astolfi. Disturbance attenuation and H∞ control via measurement feedback in
    
    nonlinear systems. IEEE Trans. Autom. Contr. 1992,37:1283-1293
    34 James M R, Baras G. Robust H∞ output feedback control for nonlinear systems. IEEE Trans. Autom. Contr. 1995,40:1007-1017
    35 Yung Chee-Fai, Lin Yung-Pin, Yeh Fang-Bo. A family of nonlinear H∞-output feedback controllers. IEEE Trans. Autom. Contr., 1996,41(2) :232-235
    36 Lin W., Byrnes C I. Discrete-time nonlinear H∞ control with measurement feedback. Automatica, 1995,31:419-434
    37 Lin W., Byrnes C I. H∞ control of discrete-time nonlinear systems. IEEE Trans. Autom. Contr. 1996,41:494-510
    38 Lu W M, Doyle J C. H∞ control for nonlinear system via output feedback: controllers parametrization. IEEE Trans. Autom. Contr., 1994,39(12) :2517-2521
    39 Yung Chee-Fai, Wu Jeng-Lang, Lee Tsu-Tian. H∞ control for more general nonlinear systems. IEEE Trans. Autom. Contr., 1998,43(12) :1724-1727
    40 Isidori Alberto, Kang Wei. H∞ control via measurement feedback for general nonlinear systems. IEEE Trans. Autom. Contr., 1995,40(3) :466-472
    41 Teel A R.Praly L. On assigning the derivative of disturbance attenuation control Lyapunov function.MCSS,2000,3:95-124
    42 Lu Weimin, Doyle J C. H∞ control of nonlinear systems: A convex characterization. IEEE Trans. Autom. Contr. 1995,40(9) : 1668-1675
    43 Marino R, Respondek W, Van der Schaft, Tomei P. Nonlinear H∞ almost disturbance decoupling. Syst. And Contr. Lett.,1994,23:159-168
    44 Isidori A. A note on almost disturbance decoupling for nonlinear minimun phase systems. Syst. And Contr. Lett., 1996,27:191-194
    45 Isidori A. Global almost disturbance decoupling with stability for non minimun-phase single-input single-output nonlinear systems. Syst. And Contr. Lett., 1996,28:115-122
    46 Shen Tielong, Zang Huaiquan, Tamura Katsutoshi. Riccati equation approach to robust L2-gain synthesis for a class of uncertain nonlinear systems. Int. J of Control, 1996,64(6) : 1177-1188
    47 Shen Tielong, Tamura Katsutoshi. Robust H∞ control of uncertain nonlinear system via state feedback. IEEE Trans. Autom. Contr., 1995,40(4) :766-768
    48 Nguang Sing Kiong. Robust nonlinear H∞ output feedback control. IEEE Trans. Autom. Contr., 1996,41(7) : 1003-1007
    49 Jiang Z P, Hill D J. Passivity and disturbance attenuation via output feedback for uncertain
    
     nonlinear systems. IEEE Trans. Automat. Contr., 1998,43(7) :992-997
    50 Su weizhou, Xie Lihua, Souze C E D. Global robust disturbance attenuation and almost disturbance decoupling for uncertain cascade nonlinear systems. Automatica. 1999,35:697-707
    51 Dalsmo M, Maas W C A. Singular H∞-suboptimal control for a class of nonlinear cascade systems. Automatica, 1998,34(12) :1531-1537
    52 Haddad W M, Chellaboina V, Fausz J L. Optimal nonlinear disturbance rejection control for nonlinear cascade systems. Int. J. Of Control. 1997,68(5) :997-1018
    53 Lu Weiming, Packard A. Adaptive H-infinite control for nonlinear systems: a dissipation theoretical approach. Caltech CDS Tech. Memo., No.CIT-CDS-96-019,1996
    54 Su Te-Jen, Huang Chuan-Guey. Robust stability of delay dependence for linear uncertain systems. IEEE Trans. Autom. Contr. 1992,37(10) :1656-1659
    55 Mahmoud M S, Al-Muthairi N F. Quadreatic stabilization of continuous time systems with state-delay and norm-bounded time-varying uncertainties. IEEE Trans. Autom. Contr. 1994,39(10) :2135-2139
    56 Foda Salah G, Mahmoud Magdi S. Adaptive stabilization of delay differential systems with unknown uncertainty bounds. Int. J. Of Control. 1998,71(2) :259-275
    57 Choi Hanho, Chung Myungjin. Memoryless stabilization of uncertain dynamic systems with time-varying delayed state and control. Automatica.l995,31(9) :1349-1351
    58 Li xi, Souza C E D. Delay-dependent robust stability and stabilization of uncertain linear delay systems: A linear matrix inequality approach. IEEE Trans. Autom. Contr. 1997,42(8) :1144-1148
    59 Du Chunling, Xie lihua, Zhang Cishen. H∞ control and robust stabilization of two-dimensional systems in Roesser models. Automatica, 2001,37:205-211
    60 Jeung E T, Oh D C, Kim J H, Park H B. Robust controller design for uncertain systems with time delays: LMI approach. Automatica, 1996,32(8) : 1229-1231
    61 Park Poogyeon, Moon Y S, Kwon W H. A stabilizing output-feedback linear quadratic control for pure input-delayed systems. Int. J. Of Control. 1999,72(5) :385-391
    62 Choi Hanho, Chung Myungjin. Memoryless H∞ controller design for linear systems with delayed state and control. Automatica. 1995,31(6) :917-919
    63 Ge Jianhua, P.M.Frank, Lin Chingfang. H∞ control via output feedback for state delayed systems. Int. J of Control, 1996,64(1) : 1-7
    64 Iwasaki T, Skelton R E. All controllers for the general H∞ control problem: LMI existence conditions and state space formulas. Automatica, 1994,30(8) : 1307-1317
    
    
    65 Shaked U. Improved LMI representations for the analysis and the design of continuous-time systems with polytopic type uncertainty. IEEE Trans. Autom. Contr. 2001,46(4) :652-656
    66 Park Poogyeon, Kailath Thomas. Guaranteed level-y H∞ control in uncertain linear systems via linear matrix inequalities. Int. J. Of Control. 1996,65(6) :913-924
    67 Jeung E T, Kim J H, Park H B. H∞-output feedback controller design fir linear systems with time-varying delayed state. IEEE Trans. Autom. Contr. 1998,43(7) :971-974
    68 Choi H H, Chung M J. An LMI approach to H∞ controller design for liner time-delay systems. Automatica, 1997,33(4) :737-739
    69 Gahinet P. Explicit controller formulas for LMI-based H∞ synthesis. Automatica, 1996,32(7) : 1007-1014
    70 Xie L., Fridman E., Shaked U. Robust H∞ control of distributed delay systems with application to combustion control. IEEE Trans. Autom. Contr. 2001,46(12) :1930-1935
    71 Moheimani S O R, Pota H R, Petersen I R. Spatial balanced model reduction for flexible structures. Automatica,1999,35(2) :269-277
    72 Zhou Kemin, Doyle J C, Glover Keith, Robust and optimal control. Englewood Cliffs, New Jersey: Prentice Hall, 1996
    73 Curtain R F. An introduction to infinite dimensional linear systems theory. New York: Springer, 1995
    74 Safonov M G, Chiang R Y, Limebeer D J N. Optimal hankel model reduction for nonminimal syetems. IEEE Trans. Autom. Contr., 1990,35(4) :496-502
    75 Safonov M G, Chiang R Y, Flashner H. H∞ robust control synthesis for a large space structure. Proc. Amer. Conf., Atlanta,GA,June 15-17,1988
    76 Skelton R E, Collins E G. Set of q-Markov covariance equivalent models of discrete systems. Int. J of Control,1987,46:l-12
    77 King A M, Desai U B, Skelton R E. A generalized approach to q-Markov covariance equivalent realizations for discrete systems. Automatica, 1988,24:507-515
    78 Wang Z D, Unbehauen H. Model reduction based on regional pole and covariance equivalent realizations. IEEE Trans. Autom. Contr., 1999,44(10) : 1889-1893
    79 Krajewski W, Lepschy A, Viaro U. Reductionof linear continuous-time multivariable systems by matching first-and second-order information. IEEE Trans. Autom. Contr., 1994,39:2126-2129
    80 Krajewski W, Lepschy A, Viaro U. Model reduction by matching Markov parameters, time moments, and impulse-response energies. IEEE Trans. Autom. Contr., 1995,40(5) :949-953
    
    
    81 Yan W Y, Lam J. An approximate approach to H2 optimal model reduction. IEEE Trans. Autom. Contr., 1999,44(7) : 1341-1358
    82 Xu Sengyuan, Lam James, Huang Shoudong, Yang Chengwu. H∞ model reduction for linear time-delay systems:continuous-time case. Int. J of Control,2001,74(11) :1062-1074
    83 Bernstein D S, Haddad W M LQG control with an H∞ performance bound: A Riccati equation approach. IEEE Trans. Autom. Contr., 1989,34(2) :293-305
    84 Haddad W M, Kapila V, Bernstein D S. Robust H∞ stabilization via parameterized lyapunov bounds. IEEE Trans. Autom. Contr., 1997,42(2) :243-248
    85 Zhou Kemin, Glover Keith, Bodenheimer Bobby, Doyle John. Mixed H2 and H∞ performance objectives I: Robust performance analysis. IEEE Trans. Autom. Contr. 1994,39(8) :1564-1574
    86 Doyle John, Zhou Kemin, Glover Keith, Bodenheimer Bobby. Mixed H2 and H∞ performance objectives I: Optimal control. IEEE Trans. Autom. Contr. 1994,39(8) : 1575-1586
    87 Weeren A J T M., Schumacher J M, Engwerda J C. Asymptotic Analysis of Linear feedback Nash Equilibria in nonzero-sum linear-quadratic differential games. (Download on internet)
    88 Limebeer D.J.N., Anderson B.D.O., Hendel B. A Nash game approach to mixed H2/ H ∞ control. IEEE Trans. Autom. Contr., 1994,39(1) :69-82
    89 Lin Wei. Mixed H2/H∞ control via state feedback for nonlinear systems. Int. J of control, 1997,67(6) : 837-857
    90 Chen Bor-sen, Chang Yeong-Chan. Nonlinear mixed H2/ H∞ control for robust tracking design of robotic systems. Int. J of Control, 1997,67(6) :837-857
    91 Shue Shyh-Pyng, Agarwal Ramesh K. Design of automatic landing systems using mixed H2 /H∞ control. J. Of guidance, control, and dynamics. 1999,22(1) : 103-114
    92 Aliyu M.D.S. Robust mixed H2/ H∞ control for linear systems with norm-bounded time-varying uncertainty. Proceedings of the American Conference, San Diego, California 1999:3367-3371
    93 Geromel J C., Oliveira M C D. H2 and H∞ robust filtering for convex bounded uncertain systems. IEEE Trans. Autom. Contr. 2001,46(1) : 100-106
    94 Schomig Ewald, Sznaier Mario, Ly Uy-Loi. Mixed H2/H∞ control of multimodel plants. J. Of guidance, control, and dynamics. 1995,18(3) :525-531
    95 Fan Yigang, Cliff Eugene M, Lutze F H, Anderson M R. Mixed H2/H∞ control of an elastic aircraft. J. Of guidance, control, and dynamics. 1996,19(3) :650-655
    
    
    96 Isidori A, Byrnes C I. Output regulation of nonlinear systems. IEEE Trans. Autom. Contr. 1990,35(2) :131-140
    97 Isidori A. A remark on the problem of semiglobal nonlinear output regulation. IEEE Trans. Autom. Contr. 1990,35(2) : 131-140
    98 Byrnes C I, Priscoli F D, Isidori A, Kang W. Structurally stable output regulation of nonlinear systems. Automatica, 1997,33(3) :369-385
    99 Francesco Delli Prinscoli. Sufficient conditions for robust tracking in nonlinear systems. Int. J of Control, 1997,67(5) :825-836
    100 Chang Yeong-Chan. An adaptive H∞ tracking control for a class of nonlinear multiple-input-multiple-output(MIMO) systems. IEEE Trans. Autom. Contr. 2001,46(9) : 1432-1437
    101 Ball J A,Kachroo P,Krener J A. H-infinite tracking control for a class of nonlinear systems. IEEE Trans. Autom. Contr., 1999,44(6) : 1202-1206
    102 Reif K, Sonnemann F, Unbehauen R. Nonlinear state observation using H∞-filtering Riccati design. IEEE Trans. Autom. Contr., 1999,44(1) :203-208
    103 Yung Chee-Fai, Li Yen-Fang, Sheu Hsin-Teng. H∞ filtering and solution bound for non-linear systems. Int. J of Control,2001,74(11) : 1062-1074
    104 Geromel J C, Oliveira M C D. H2and H∞ robust filtering for convex bounded uncertain systems. IEEE Trans. Autom. Contr., 2001,46(1) : 100-106
    105 Chen Bor-sen, Lee Tzann-Shin, Feng Jui-Hsuan. A nonlinear H∞ control design in robotic systems under parameter perturbation and external disturbance. Int. J of control, 1997,67(6) : 837-857
    106 Morin P. Robust stabilization of the angular velocity of a rigid body with two actuators. European J of Control,1996,2(l):51-56
    107 Dalsmo Morten, Egeland Olav. State feedback H∞-suboptimal control of a rigid spacecraft. IEEE Trans. Autom. Contr., 1997,42(8) : 1186-1189
    108 Kang Wei. Nonlinear H∞ control and the application to rigid spacecraft. IEEE Trans. Autom. Contr., 1995,40(7) : 1281-1285
    109 Lin Feng, Brandt R D. An optimal control approach to robust control of robot manipulators. IEEE Trans. Robotics and Automation. 1998,14(l):69-77
    110 Chen Bor-Sen, Chang Yeong-Chan, Lee Ti-Chung. Adaptive control in robotic systems with H∞ tracking performance. Automatica. 1997,33(2) :227-234