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 …

[图书][B] Predictive control: Fundamentals and developments

Y Xi, D Li - 2019 - books.google.com
This book is a comprehensive introduction to model predictive control (MPC), including its
basic principles and algorithms, system analysis and design methods, strategy …

A survey on explicit model predictive control

A Alessio, A Bemporad - Nonlinear Model Predictive Control: Towards …, 2009 - Springer
Explicit model predictive control (MPC) addresses the problem of removing one of the main
drawbacks of MPC, namely the need to solve a mathematical program on line to compute …

[图书][B] A pragmatic story of model predictive control: self-contained algorithms and case-studies

M Alamir - 2013 - dl.acm.org
Nowadays, optimality is a major concern in modern controlled systems, and since optimality
generally steers the systems to the boundary of their admissible operational domain, no …

Real-time comparison of a number of predictive controllers

M Abu-Ayyad, R Dubay - ISA transactions, 2007 - Elsevier
Many model predictive control (MPC) algorithms have been proposed in the literature
depending on the conditionality of the system matrix and the choice of its cost-function. This …

[图书][B] Modern predictive control

D Baocang - 2018 - taylorfrancis.com
Modern Predictive Control explains how MPC differs from other control methods in its
implementation of a control action. Most importantly, MPC provides the flexibility to act while …

[PDF][PDF] Model predictive control based on linear programming~ the explicit solution

A Bemporad, F Borrelli, M Morari - IEEE transactions on automatic …, 2002 - academia.edu
For discrete-time linear time-invariant systems with constraints on inputs and states, we
describe a method to determine explicitly, as a function of the initial state, the solution to …

A novel robust tuning strategy for model predictive control

K Han, J Zhao, J Qian - 2006 6th World Congress on Intelligent …, 2006 - ieeexplore.ieee.org
A novel and easy-to-use robust tuning strategy for model predictive control (MPC) is
presented. The proposed strategy based on min-max algorithm can deal with model …

Robust model predictive control: reflections and opportunities

GC Goodwin, H Kong, G Mirzaeva… - Journal of Control and …, 2014 - Taylor & Francis
The past three decades have witnessed important developments in the theory and practice
of model predictive control (MPC). In particular, considerable effort has been devoted to …

Handbook of model predictive control

SV Rakovic, WS Levine - 2018 - Springer
Saša V. Rakovic William S. Levine Editors Page 1 Control Engineering Saša V. Rakovic William
S. Levine Editors Handbook of Model Predictive Control Page 2 Page 3 Control Engineering …