Model predictive control design for linear parameter varying systems: A survey

MM Morato, JE Normey-Rico, O Sename - Annual Reviews in Control, 2020 - Elsevier
Motivated by the fact that many nonlinear plants can be represented through Linear
Parameter Varying (LPV) embedding, and being this framework very popular for control …

Robust model predictive controller using recurrent neural networks for input–output linear parameter varying systems

M Hadian, A Ramezani, W Zhang - Electronics, 2021 - mdpi.com
This paper develops a model predictive controller (MPC) for constrained nonlinear MIMO
systems subjected to bounded disturbances. A linear parameter varying (LPV) model assists …

An interpolation-based model predictive controller for input–output linear parameter varying systems

M Hadian, A Ramezani, W Zhang - International Journal of Dynamics and …, 2022 - Springer
This paper developed a controller for constrained nonlinear MIMO systems, which reduced
computation and conservatism. Firstly, a linear parameter varying (LPV) model was chosen …

[图书][B] Quasi-linear model predictive control: Stability, modelling and implementation

PSG Cisneros - 2021 - tore.tuhh.de
This thesis proposes a Nonlinear Model Predictive Control (NMPC) framework which
leverages the quasi-Linear Parameter Varying (quasi-LPV) modelling paradigm. The …

[PDF][PDF] Robust Model Predictive Control for Linear Parameter Varying Systems along with Exploration of its Application in Medical Mobile Robots

M Hadian - 2023 - harvest.usask.ca
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 …

Tutorial: Implementando Controladores Preditivos N\~ ao Lineares atrav\'es do Ferramental LPV

MM Morato, A Naspolini, JE Normey-Rico - arXiv preprint arXiv …, 2023 - arxiv.org
Recent works have demonstrated how Linear Parameter Varying Model Predictive Control
(LPV MPC) algorithms are able to control nonlinear systems with precision and reduced …

Predictive Path Following Control for Fixed Wing UAVs Using the qLMPC Framework in the Presence of Wind Disturbances

AS Rezk, HM Calderón, H Werner… - AIAA SCITECH 2024 …, 2024 - arc.aiaa.org
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 …

A robust nonlinear tracking MPC using qLPV embedding and zonotopic uncertainty propagation

MM Morato, VM Cunha, TLM Santos… - Journal of the Franklin …, 2024 - Elsevier
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 …

[PDF][PDF] Quasi-Linear Model Predictive Control: Stability, Modelling and Implementation

PS Gonzalez Cisneros - 2021 - tore.tuhh.de
This thesis presents a Nonlinear Model Predictive Control (NMPC) approach based on
quasi-Linear Parameter Varying (quasi-LPV) representations of the system model and …

An MPC/LQR controller for LPV systems with scheduling parameter prediction and terminal ellipsoid set

DO Rodríguez Guevara - 2020 - repositorio.tec.mx
A LQR-Model Predictive Control (MPC) algorithm for Linear Parameter Varying (LPV)
systems is developed herein. The proposed algorithm applies a MPC approach whenever …