[HTML][HTML] Analysis and design of model predictive control frameworks for dynamic operation—An overview

J Köhler, MA Müller, F Allgöwer - Annual Reviews in Control, 2024 - Elsevier
This article provides an overview of model predictive control (MPC) frameworks for dynamic
operation of nonlinear constrained systems. Dynamic operation is often an integral part of …

Data-enabled predictive control: In the shallows of the DeePC

J Coulson, J Lygeros, F Dörfler - 2019 18th European Control …, 2019 - ieeexplore.ieee.org
We consider the problem of optimal trajectory tracking for unknown systems. A novel data-
enabled predictive control (DeePC) algorithm is presented that computes optimal and safe …

[หนังสือ][B] Nonlinear model predictive control

L Grüne, J Pannek, L Grüne, J Pannek - 2017 - Springer
In this chapter, we introduce the nonlinear model predictive control algorithm in a rigorous
way. We start by defining a basic NMPC algorithm for constant reference and continue by …

[HTML][HTML] The turnpike property in finite-dimensional nonlinear optimal control

E Trélat, E Zuazua - Journal of Differential Equations, 2015 - Elsevier
Turnpike properties have been established long time ago in finite-dimensional optimal
control problems arising in econometry. They refer to the fact that, under quite general …

Stability and feasibility of state constrained MPC without stabilizing terminal constraints

A Boccia, L Grüne, K Worthmann - Systems & control letters, 2014 - Elsevier
In this paper we investigate stability and recursive feasibility of a nonlinear receding horizon
control scheme without terminal constraints and costs but imposing state and control …

Trajectory tracking control of nonholonomic wheeled mobile robots using model predictive control subjected to Lyapunov-based input constraints

JJ Zhang, ZL Fang, ZQ Zhang, RZ Gao… - International Journal of …, 2022 - Springer
This paper studies the trajectory tracking control for the nonholonomic wheeled mobile robot
(WMR) based on model predictive control (MPC). Concerning overcome stable problem …

Nonlinear model predictive control with enhanced actuator model for multi-rotor aerial vehicles with generic designs

D Bicego, J Mazzetto, R Carli, M Farina… - Journal of Intelligent & …, 2020 - Springer
In this paper, we propose, discuss, and validate an online Nonlinear Model Predictive
Control (NMPC) method for multi-rotor aerial systems with arbitrarily positioned and oriented …

Model predictive control of nonholonomic mobile robots without stabilizing constraints and costs

K Worthmann, MW Mehrez, M Zanon… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The problem of steering a nonholonomic mobile robot to a desired position and orientation
is considered. In this paper, a model predictive control (MPC) scheme based on tailored …

Synergistic morphology and feedback control for traversal of unknown compliant obstacles with aerial robots

E Aucone, C Geckeler, D Morra, L Pallottino… - Nature …, 2024 - nature.com
Animals traverse vegetation by direct physical interaction using their entire body to push
aside and slide along compliant obstacles. Current drones lack this interaction versatility that …

An exponential turnpike theorem for dissipative discrete time optimal control problems

T Damm, L Grune, M Stieler, K Worthmann - SIAM Journal on Control and …, 2014 - SIAM
We investigate the exponential turnpike property for finite horizon undiscounted discrete
time optimal control problems without any terminal constraints. Considering a class of strictly …