This paper develops a model predictive controller (MPC) for constrained nonlinear MIMO systems subjected to bounded disturbances. A linear parameter varying (LPV) model assists …
This paper developed a controller for constrained nonlinear MIMO systems, which reduced computation and conservatism. Firstly, a linear parameter varying (LPV) model was chosen …
This thesis proposes a Nonlinear Model Predictive Control (NMPC) framework which leverages the quasi-Linear Parameter Varying (quasi-LPV) modelling paradigm. The …
This thesis seeks to develop a robust model predictive controller (MPC) for Linear Parameter Varying (LPV) systems. LPV models based on input-output display are employed. We aim to …
Recent works have demonstrated how Linear Parameter Varying Model Predictive Control (LPV MPC) algorithms are able to control nonlinear systems with precision and reduced …
This paper presents a cascaded approach for a predictive path-following scheme using quasi-linear parameter-varying model predictive control (qLMPC) applied to a 25 kg …
In this paper, we propose a novel Nonlinear Model Predictive Control (NMPC) framework for tracking for piece-wise constant reference signals. The main novelty is the use of quasi …
This thesis presents a Nonlinear Model Predictive Control (NMPC) approach based on quasi-Linear Parameter Varying (quasi-LPV) representations of the system model and …
A LQR-Model Predictive Control (MPC) algorithm for Linear Parameter Varying (LPV) systems is developed herein. The proposed algorithm applies a MPC approach whenever …