Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives
This paper presents a review on the development and application of model predictive
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …
Stochastic model predictive control framework for resilient cyber-physical systems: review and perspectives
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 …
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
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 …
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
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 …
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 …
subsystems and propose a decentralized control scheme capable to guarantee asymptotic …
Distributed MPC for multi-vehicle systems moving in formation
This work presents a novel distributed model predictive control (DMPC) strategy for
controlling multi-vehicle systems moving in formation. The vehicles' motion trajectories are …
controlling multi-vehicle systems moving in formation. The vehicles' motion trajectories are …
Robust distributed model predictive platooning control for heterogeneous autonomous surface vehicles
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 …
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
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 …
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
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 …
based on the mechanism of model predictive control (MPC). The platoon composes of a …
Cooperative distributed MPC of linear systems with coupled constraints
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 …
persistent, bounded disturbances. The distributed control agents make decisions locally and …