Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives

Y Shi, K Zhang - Annual Reviews in Control, 2021 - Elsevier
This paper presents a review on the development and application of model predictive
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …

Stochastic model predictive control framework for resilient cyber-physical systems: review and perspectives

J Chen, Y Shi - … Transactions of the Royal Society A, 2021 - royalsocietypublishing.org
In the era of Industrial 4.0, the next-generation control system regards the cyber-physical
system (CPS) as the core ingredient thanks to the comprehensive integration of physical …

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 …

Robust distributed model predictive control of constrained continuous-time nonlinear systems: A robustness constraint approach

H Li, Y Shi - IEEE Transactions on Automatic Control, 2013 - ieeexplore.ieee.org
Due to the ubiquitous existence of external disturbances, the design of distributed control
algorithms with robustness is an urgent demand for multi-agent system applications. This …

Plug-and-play decentralized model predictive control for linear systems

S Riverso, M Farina… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this technical note, we consider a linear system structured into physically coupled
subsystems and propose a decentralized control scheme capable to guarantee asymptotic …

Distributed MPC for multi-vehicle systems moving in formation

R Van Parys, G Pipeleers - Robotics and Autonomous Systems, 2017 - Elsevier
This work presents a novel distributed model predictive control (DMPC) strategy for
controlling multi-vehicle systems moving in formation. The vehicles' motion trajectories are …

Robust distributed model predictive platooning control for heterogeneous autonomous surface vehicles

H Wei, Q Sun, J Chen, Y Shi - Control Engineering Practice, 2021 - Elsevier
This paper proposes to apply a robust distributed model predictive platooning control
approach for a group of heterogeneous autonomous surface vehicles (ASVs) with the input …

Economic and distributed model predictive control: Recent developments in optimization-based control

MA Müller, F Allgöwer - SICE Journal of Control, Measurement …, 2017 - Taylor & Francis
The goal of this paper is to give an overview of some recent developments in the field of
model predictive control. After a brief introduction to the basic concepts and available …

Distributed model predictive control for heterogeneous vehicle platoon with inter-vehicular spacing constraints

Z Qiang, L Dai, B Chen, Y **a - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
This paper proposes a distributed control scheme for a platoon of heterogeneous vehicles
based on the mechanism of model predictive control (MPC). The platoon composes of a …

Cooperative distributed MPC of linear systems with coupled constraints

P Trodden, A Richards - Automatica, 2013 - Elsevier
This paper develops a cooperative, distributed form of MPC for linear systems subject to
persistent, bounded disturbances. The distributed control agents make decisions locally and …