[PDF][PDF] 模型预测控制——现状与挑战

席裕庚, 李德伟, 林姝 - 自动化学报, 2013 - aas.net.cn
摘要30 多年来, 模型预测控制(Model predictive control, MPC) 的理论和技术得到了长足的发展,
但面对经济社会迅速发展对约束优化控制提出的不断增长的要求, 现有的模型预测控制理论和 …

Model predictive control—status and challenges

X Yu-Geng, L De-Wei, L Shu - Acta Automatica Sinica, 2013 - Elsevier
For the last 30 years the theory and technology of model predictive control (MPC) have been
developed rapidly. However, facing the increasing requirements on the constrained …

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 …

Convex computation of the maximum controlled invariant set for polynomial control systems

M Korda, D Henrion, CN Jones - SIAM Journal on Control and Optimization, 2014 - SIAM
We characterize the maximum controlled invariant (MCI) set for discrete-as well as
continuous-time nonlinear dynamical systems as the solution of an infinite-dimensional …

Nonlinear MPC for collision-free and deadlock-free navigation of multiple nonholonomic mobile robots

AS Lafmejani, S Berman - Robotics and Autonomous Systems, 2021 - Elsevier
In this paper, we present an online nonlinear Model Predictive Control (MPC) method for
collision-free, deadlock-free navigation by multiple autonomous nonholonomic Wheeled …

[图书][B] A first course in predictive control

JA Rossiter - 2018 - taylorfrancis.com
The book presents a significant expansion in depth and breadth of the previous edition. It
includes substantially more numerical illustrations and copious supporting MATLAB code …

Oops! I cannot do it again: Testing for recursive feasibility in MPC

J Löfberg - Automatica, 2012 - Elsevier
One of the most fundamental problems in model predictive control (MPC) is the lack of
guaranteed stability and feasibility. It is shown how Farkas' Lemma in combination with …

Recursive feasibility of continuous-time model predictive control without stabilising constraints

W Esterhuizen, K Worthmann… - IEEE Control Systems …, 2020 - ieeexplore.ieee.org
We consider sampled-data Model Predictive Control (MPC) of nonlinear continuous-time
control systems. We derive sufficient conditions to guarantee recursive feasibility and …

Efficient move blocking strategy for multiple shooting‐based non‐linear model predictive control

Y Chen, N Scarabottolo, M Bruschetta… - IET Control Theory & …, 2020 - Wiley Online Library
Move blocking (MB) is a widely used strategy to reduce the degrees of freedom (DoFs) of the
optimal control problem (OCP) arising in receding horizon control. The size of the OCP is …

Stochastic MPC framework for controlling the average constraint violation

M Korda, R Gondhalekar, F Oldewurtel… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This technical note considers linear discrete-time systems with additive, bounded,
disturbances subject to hard control input bounds and a stochastic constraint on the amount …