All you need to know about model predictive control for buildings

J Drgoňa, J Arroyo, IC Figueroa, D Blum… - Annual Reviews in …, 2020 - Elsevier
It has been proven that advanced building control, like model predictive control (MPC), can
notably reduce the energy use and mitigate greenhouse gas emissions. However, despite …

Model predictive control in aerospace systems: Current state and opportunities

U Eren, A Prach, BB Koçer, SV Raković… - Journal of Guidance …, 2017 - arc.aiaa.org
CONTROLLER design is more troublesome in aerospace systems due to, inter alia, diversity
of mission platforms, convoluted nonlinear dynamics, predominantly strict mission and …

[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 …

Ten questions concerning model predictive control for energy efficient buildings

M Killian, M Kozek - Building and Environment, 2016 - Elsevier
Buildings are dynamical systems with several control challenges: large storage capacities,
switching aggregates, technical and thermal constraints, and internal and external …

An overview of recent progress in the study of distributed multi-agent coordination

Y Cao, W Yu, W Ren, G Chen - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
This paper reviews some main results and progress in distributed multi-agent coordination,
focusing on papers published in major control systems and robotics journals since 2006 …

Distributed model predictive control: A tutorial review and future research directions

PD Christofides, R Scattolini, DM De La Pena… - Computers & Chemical …, 2013 - Elsevier
In this paper, we provide a tutorial review of recent results in the design of distributed model
predictive control systems. Our goal is to not only conceptually review the results in this area …

Distributed predictive control: A non-cooperative algorithm with neighbor-to-neighbor communication for linear systems

M Farina, R Scattolini - Automatica, 2012 - Elsevier
This paper presents a novel Distributed Predictive Control (DPC) algorithm for linear
discrete-time systems. This method enjoys the following properties:(i) state and input …

Distributed synthesis and stability of cooperative distributed model predictive control for linear systems

C Conte, CN Jones, M Morari, MN Zeilinger - Automatica, 2016 - Elsevier
This paper presents a new formulation and synthesis approach for stabilizing cooperative
distributed model predictive control (MPC) for networks of linear systems, which are coupled …

Model predictive control for autonomous ground vehicles: a review

S Yu, M Hirche, Y Huang, H Chen… - Autonomous Intelligent …, 2021 - Springer
This paper reviews model predictive control (MPC) and its wide applications to both single
and multiple autonomous ground vehicles (AGVs). On one hand, MPC is a well-established …

A comparative analysis of distributed MPC techniques applied to the HD-MPC four-tank benchmark

I Alvarado, D Limon, DM De La Peña… - Journal of Process …, 2011 - Elsevier
Recently, there has been a renewed interest in the development of distributed model
predictive control (MPC) techniques capable of inheriting the properties of centralized …