A stabilizing model-based predictive control algorithm for nonlinear systems

Using distinct prediction and control horizons, nonlinear model-based predictive control can guarantee: (i) computational efficiency, (ii) enlargement of the stability domain and (iii) local optimality.

[1]  Thomas Parisini,et al.  A receding-horizon regulator for nonlinear systems and a neural approximation , 1995, Autom..

[2]  H. ChenT,et al.  A Quasi-Infinite Horizon Nonlinear Model Predictive Control Scheme with Guaranteed Stability * , 1998 .

[3]  V. Wertz,et al.  Adaptive Optimal Control: The Thinking Man's G.P.C. , 1991 .

[4]  C. Chen,et al.  On Receding Horizon Feedback Control , 1981 .

[5]  Alex Zheng,et al.  Some Practical Issues and Possible Solutions for Nonlinear Model Predictive Control , 2000 .

[6]  Thomas F. Edgar,et al.  Process Dynamics and Control , 1989 .

[7]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[8]  D. Mayne,et al.  Robust receding horizon control of constrained nonlinear systems , 1993, IEEE Trans. Autom. Control..

[9]  E. Polak,et al.  Moving horizon control of nonlinear systems with input saturation, disturbances and plant uncertainty , 1993 .

[10]  H. Michalska,et al.  Receding horizon control of nonlinear systems , 1988, Proceedings of the 28th IEEE Conference on Decision and Control,.

[11]  A. Barabanov Adaptive &Optimal Control for SISO Plant , 1995 .

[12]  E. Polak,et al.  Control system design via semi-infinite optimization: A review , 1984, Proceedings of the IEEE.

[13]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[14]  L. Magni,et al.  Stability margins of nonlinear receding-horizon control via inverse optimality , 1997 .

[15]  E. Gilbert,et al.  Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations , 1988 .

[16]  G. Nicolao,et al.  Stabilizing receding-horizon control of nonlinear time-varying systems , 1998, IEEE Trans. Autom. Control..

[17]  Manfred Morari,et al.  Model predictive control: Theory and practice - A survey , 1989, Autom..

[18]  Hong Chen,et al.  A Quasi-Infinite Horizon Nonlinear Predictive Control Scheme for Stable Systems: Application to a CSTR , 1997 .