Indefinite feedback MPC with preview information of bounded disturbance

This paper proposes a feedback model predictive control (MPC) strategy for linear time invariant discrete-time systems subject to predictable, persistent and bounded disturbances, and constraints on inputs and states. It is shown that with a sufficiently long prediction horizon, an infinite prediction horizon MPC with an indefinite index function and preview information of bounded disturbances can be approximated by a numerically tractable finite prediction horizon linear state feedback MPC. The proposed control strategy is essentially a non-causal economic MPC and can find its applications in a wide area, where the preview information of disturbance is available and conventional tracking control and regulation control strategies are not suitable, e.g. the energy maximization problem for sea wave energy converters. A numerical simulation is given to demonstrate the efficacy of the proposed control approach.

[1]  David Angeli,et al.  Fundamentals of economic model predictive control , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[2]  Oliver Sawodny,et al.  Active suspension controller using MPC based on a full-car model with preview information , 2012, 2012 American Control Conference (ACC).

[3]  Luigi Chisci,et al.  Systems with persistent disturbances: predictive control with restricted constraints , 2001, Autom..

[4]  Manfred Morari,et al.  Multi-Parametric Toolbox 3.0 , 2013, 2013 European Control Conference (ECC).

[5]  Ilya Kolmanovsky,et al.  Maximal output admissible sets for discrete-time systems with disturbance inputs , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[6]  Guang Li,et al.  Model predictive control of sea wave energy converters – Part I: A convex approach for the case of a single device , 2014 .

[7]  Donald J. Chmielewski,et al.  Smart grid coordination in building HVAC systems: EMPC and the impact of forecasting ☆ , 2014 .

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

[9]  Guang Li,et al.  Robust Feedback Model Predictive Control of Sea Wave Energy Converters , 2017 .

[10]  Benjamin P. Omell,et al.  IGCC Power Plant Dispatch Using Infinite-Horizon Economic Model Predictive Control , 2013 .

[11]  Mario Zanon,et al.  Indefinite linear MPC and approximated economic MPC for nonlinear systems , 2014 .

[12]  Jan M. Maciejowski,et al.  Implications of dissipativity on stability of economic model predictive control - The indefinite linear quadratic case , 2017, Syst. Control. Lett..

[13]  Guang Li,et al.  Linear Optimal Noncausal Control of Wave Energy Converters , 2019, IEEE Transactions on Control Systems Technology.

[14]  David Q. Mayne,et al.  Model predictive control: Recent developments and future promise , 2014, Autom..

[15]  B. Molinari The stabilizing solution of the discrete algebraic riccati equation , 1975 .

[16]  Guang Li,et al.  Adaptive Optimal Control of Wave Energy Converters , 2018 .