On Active Disturbance Rejection Control;Stability Analysis and Applications in Disturbance Decoupling Control

One main contribution of this dissertation is to analyze the stability characteristics of extended state observer (ESO) and active disturbance rejection control (ADRC). In particular, asymptotic stability of the dynamic system that describes the estimation error and the closed-loop system is established where the plant dynamics is completely known. In the face of large dynamic uncertainties, the estimation error, the closed-loop tracking error, and its up to the (n− 1) order derivatives are shown to be bounded. Furthermore, it is demonstrated that the error upper bounds, in general, monotonously decrease with the observer and control loop bandwidths. The second contribution is to develop a dynamic disturbance decoupling control strategy for square multivariable systems based on ADRC. The proposed method has been successfully applied to chemical process problems and micro-electro-mechanical systems gyroscopes. It is shown that a largely unknown square multivariable system can be readily decoupled by actively estimating and rejecting the effects of both the internal plant dynamics and external disturbances. By requiring little information on the plant model, the intention is to make the new decoupling approach practical.

[1]  R. K. Wood,et al.  Terminal composition control of a binary distillation column , 1973 .

[2]  Masatake Shiraishi,et al.  Robust Decoupling Control for Articulated Robot , 1997 .

[3]  Tong Heng Lee,et al.  On the design of multivariable PID controllers via LMI approach , 2002, Autom..

[4]  Hassan K. Khalil,et al.  Nonlinear Output-Feedback Tracking Using High-gain Observer and Variable Structure Control, , 1997, Autom..

[5]  L. Silverman,et al.  Input-output structure of linear systems with application to the decoupling problem , 1971 .

[6]  Roberto Horowitz,et al.  Adaptive control for the conventional mode of operation of MEMS gyroscopes , 2002 .

[7]  Zhiqiang Gao,et al.  A Stability Study of the Active Disturbance Rejection Control Problem by a Singular Perturbation Approach , 2009 .

[8]  Ching-An Lin,et al.  Decoupling Controller Design for Linear Multivariable Plants , 1990, 1990 American Control Conference.

[9]  Zhiqiang Gao,et al.  Active disturbance rejection control for web tension regulation , 2001 .

[10]  Robert M. Glorioso,et al.  Engineering Cybernetics , 1975 .

[11]  Zhiqiang Gao,et al.  A novel motion control design approach based on active disturbance rejection , 2001 .

[12]  Wen-Teng Wu,et al.  ROBUST DECOUPLING CONTROL BASED ON EXTERNAL LOOPS , 1998 .

[13]  M. Heymann,et al.  Linear feedback decoupling--Transfer function analysis , 1983 .

[14]  Richard Bellman,et al.  Introduction to Matrix Analysis , 1972 .

[15]  J.D. John,et al.  Novel concept of a single-mass adaptively controlled triaxial angular rate sensor , 2006, IEEE Sensors Journal.

[16]  M. McIntyre,et al.  Time-Varying Angular Rate Sensing for a MEMS Z-Axis Gyroscope , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[17]  J. Descusse,et al.  Solution to Morgan's problem , 1988 .

[18]  A. Linnemann,et al.  Decoupling by precompensation while maintaining stabilizability , 1993, IEEE Trans. Autom. Control..

[19]  Yoichi Hori,et al.  Position/Force Control of Multi-Axis Robot Manipulator based on the TDOF Robust Servo Controller for Each Joint , 1992, 1992 American Control Conference.

[20]  Wan Kyun Chung,et al.  Combined Synthesis of State Estimator and Perturbation Observer , 2003 .

[21]  J.J. Gertler,et al.  Survey of model-based failure detection and isolation in complex plants , 1988, IEEE Control Systems Magazine.

[22]  Steve Gibson,et al.  System Identification of a MEMS Gyroscope , 2001 .

[23]  M. H. Mickle,et al.  Disturbance estimation and compensation in linear systems , 1990 .

[24]  Zhiqiang Gao,et al.  Active disturbance rejection control for MEMS gyroscopes , 2008, 2008 American Control Conference.

[25]  Jacques Descusse,et al.  Block noninteracting control with (non)regular static state feedback: A complete solution , 1991, Autom..

[26]  Hui Zhang,et al.  H∞ control versus disturbance-observer-based control , 1998, IEEE Trans. Ind. Electron..

[27]  Trifon G. Koussic-Uris A frequency domain approach to the block decoupling problem I. The solvability of the block decoupling problem by state feedback and a constant non-singular input transformation , 1979 .

[28]  Masayoshi Tomizuka,et al.  Robust motion controller design for high-accuracy positioning systems , 1996, IEEE Trans. Ind. Electron..

[29]  Jie Chen,et al.  Design of unknown input observers and robust fault detection filters , 1996 .

[30]  J. S. Meditch,et al.  On the generalization of observers to systems with unmeasurable, unknown inputs , 1973 .

[31]  P. C. Müller,et al.  Indirect Measurement of Nonlinear Effects by State Observers , 1990 .

[32]  A. Morse,et al.  Decoupling and pole assignment by dynamic compensation , 1970 .

[33]  Jing-Qing Han,et al.  Nonlinear design methods for control systems , 1999 .

[34]  Yi Huang,et al.  An alternative paradigm for control system design , 2001 .

[35]  F.J. Goforth,et al.  On motion control design and tuning techniques , 2004, Proceedings of the 2004 American Control Conference.

[36]  Hassan K. Khalil,et al.  Output feedback stabilization using variable structure control , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[37]  M. Safonov,et al.  Multivariable stability margin optimization with decoupling and output regulation , 1982, 1982 21st IEEE Conference on Decision and Control.

[38]  Yi Huang,et al.  Flight control design using extended state observer and non-smooth feedback , 2001 .

[39]  C. Desoer,et al.  Decoupling linear multiinput multioutput plants by dynamic output feedback: An algebraic theory , 1986 .

[40]  Zhiqiang Gao,et al.  On Control System Design for the Conventional Mode of Operation of Vibrational Gyroscopes , 2008, IEEE Sensors Journal.

[41]  Bhupinder S. Dayal,et al.  Recursive exponentially weighted PLS and its applications to adaptive control and prediction , 1997 .

[42]  Il Hong Suh,et al.  On the robustness and performance of disturbance observers for second-order systems , 2003, IEEE Trans. Autom. Control..

[43]  L. Silverman Inversion of multivariable linear systems , 1969 .

[44]  Yoichi Hori,et al.  Robust speed control of DC servomotors using modern two degrees-of-freedom controller design , 1991 .

[45]  Zhiqiang Gao,et al.  On Estimation of Plant Dynamics and Disturbance from Input-Output Data in Real Time , 2007, 2007 IEEE International Conference on Control Applications.

[46]  J. Craggs Applied Mathematical Sciences , 1973 .

[47]  J. A. Torres,et al.  Minimal structure in the block decoupling problem with stability , 1991, Autom..

[48]  Youbin Peng A general decoupling precompensator for linear multivariable systems with application to adaptive control , 1990 .

[49]  Roberto Horowitz,et al.  Dynamics and control of micromachined gyroscopes , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[50]  J. Pearson Linear multivariable control, a geometric approach , 1977 .

[51]  Zhiqiang Gao,et al.  Active disturbance rejection control: a paradigm shift in feedback control system design , 2006, 2006 American Control Conference.

[52]  Qing-Guo Wang,et al.  Block decoupling with stability by unity output feedback - Solution and performance limitations, , 1993, Autom..

[53]  A. G. Vardulakis Internal stabilization and decoupling in linear multivariable systems by unity output feedback compensation , 1986, 1986 25th IEEE Conference on Decision and Control.

[54]  Paolo Valigi,et al.  A decentralized controller for the robust stabilization of a class of MIMO dynamical systems , 1992, 1992 American Control Conference.

[55]  R. Horowitz,et al.  Adaptive control for z-axis MEMS gyroscopes , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[56]  Zhiqiang Gao,et al.  Scaling and bandwidth-parameterization based controller tuning , 2003, Proceedings of the 2003 American Control Conference, 2003..

[57]  Robert P. Leland,et al.  Adaptive oscillator control for a vibrational gyroscope , 2003, Proceedings of the 2003 American Control Conference, 2003..

[58]  J.P. Hayes,et al.  Engineering cybernetics , 1976, Proceedings of the IEEE.

[59]  Wan Kyun Chung,et al.  On the tracking performance improvement of optical disk drive servo systems using error-based disturbance observer , 2005, IEEE Transactions on Industrial Electronics.

[60]  Zhiqiang Gao,et al.  A survey of state and disturbance observers for practitioners , 2006, 2006 American Control Conference.

[61]  van der Arjan Schaft,et al.  Proceedings of the 16th IFAC World Congress, 2005 , 2005 .

[62]  M. Tomizuka,et al.  High performance robust motion control of machine tools: an adaptive robust control approach and comparative experiments , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[63]  P. Antsaklis,et al.  A unifying approach to the decoupling of linear multivariate systems , 1986 .

[64]  Zhiqiang Gao,et al.  A DYNAMIC DECOUPLING METHOD FOR CONTROLLING HIGH PERFORMANCE TURBOFAN ENGINES , 2005 .

[65]  Robert P. Leland,et al.  Lyapunov based adaptive control of a MEMS gyroscope , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[66]  Johannes A.G.M. van Dijk,et al.  Disturbance Observers for Rigid Mechanical Systems: Equivalence, Stability, and Design , 2002 .

[67]  Zhiqiang Gao,et al.  A DSP-based active disturbance rejection control design for a 1-kW H-bridge DC-DC power converter , 2005, IEEE Trans. Ind. Electron..

[68]  Wan Kyun Chung,et al.  Robust performance of the multiloop perturbation compensator , 2002 .

[69]  SangJoo Kwon Robust Kalman filtering with perturbation estimation process , 2006, 2006 American Control Conference.

[70]  Masayoshi Tomizuka,et al.  Passivity-based versus disturbance observer based robot control : Equivalence and stability , 1999 .

[71]  A. Morse,et al.  Decoupling and Pole Assignment in Linear Multivariable Systems: A Geometric Approach , 1970 .

[72]  Sukhan Lee,et al.  Micromachined inertial sensors , 1999, Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients (Cat. No.99CH36289).

[73]  Wan Kyun Chung,et al.  A discrete-time design and analysis of perturbation observer for motion control applications , 2003, IEEE Trans. Control. Syst. Technol..

[74]  Lili Dong,et al.  The adaptive control system of a MEMS gyroscope with time-varying rotation rate , 2005, Proceedings of the 2005, American Control Conference, 2005..

[75]  Zhiqiang Gao,et al.  On stability analysis of active disturbance rejection control for nonlinear time-varying plants with unknown dynamics , 2007, 2007 46th IEEE Conference on Decision and Control.

[76]  Elmer G. Gilbert,et al.  The Decoupling of Multivariable Systems by State Feedback , 1969 .

[77]  Jr. B. Morgan The synthesis of linear multivariable systems by state-variable feedback , 1964 .

[78]  Zhiqiang Gao,et al.  Control and Rotation Rate Estimation of Vibrational MEMS Gyroscopes , 2007, 2007 IEEE International Conference on Control Applications.

[79]  Bosheng Sun,et al.  A DSP-based active disturbance rejection control design for a 1-kW H-bridge DC-DC power converter , 2005, IEEE Transactions on Industrial Electronics.

[80]  G. Basile,et al.  On the observability of linear, time-invariant systems with unknown inputs , 1969 .

[81]  V. Gourishankar,et al.  Reduced-order observers for multivariable systems with inaccessible disturbance inputs , 1977 .

[82]  T. Koussiouris,et al.  A frequency domain approach to the block decoupling problem|II. Pole assignment while block decoupling a minimal system by state feedback and a constant non-singular input transformation and the observability of the block decoupled system , 1980 .

[83]  C. D. Johnson,et al.  Accomodation of external disturbances in linear regulator and servomechanism problems , 1971 .

[84]  Qing-Guo Wang,et al.  Decoupling with internal stability for unity output feedback systems , 1992, Autom..

[85]  Yuxin Su,et al.  Disturbance-rejection high-precision motion control of a Stewart platform , 2004, IEEE Transactions on Control Systems Technology.

[86]  Hyuk Lim,et al.  Model-based disturbance attenuation for CNC machining centers in cutting process , 1999 .

[87]  Roger W. Brockett,et al.  New Issues in the Mathematics of Control , 2000 .