/offline-output-feedback-mpc-lpv

Offline output feedback robust anti-windup MPC-LPV using relaxed LMI optimization

Primary LanguageMATLAB

Offline output feedback robust Anti-Windup MPC-LPV using relaxed LMI optimization

Figure

Package required:

📍YALMIP

📍SEDUMI

How to run:

   numerical_example.m

Run the main file


Publication

Rosana C.B. Rego, Marcus V.S. Costa, Offline output feedback robust anti-windup MPC-LPV using relaxed LMI optimization, European Journal of Control, Volume 69, 2023, 100719, ISSN 0947-3580.

Abstract: This paper addresses a new technique of constrained output feedback robust model predictive control (RMPC) with anti-windup (AW) synthesis adopting linear parameter varying state-space (LPV-SS) systems via relaxed linear matrix inequalities (LMI) procedure. We proposed an output feedback control design with a conservatism reduction, including a robust AW-LPV synthesis to solve the robust stability under saturated signal control mode. Lyapunov stability functions through the LPV emphasis are considered. To evaluate the efficiency of the proposed method, we presented a time response analysis, closed-loop z-plane, worst-case upper bound, and we compared the performance of the proposed method with some MPC benchmarks using a numerical example.