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Mostrando ítems 11-15 de 15
Artículo
Fast clustering for multi-agent model predictive control
(IEEE, 2022-09)
In coalitional model predictive control, the overall system is controlled by a set of networked agents that are dynamically arranged into clusters of connected agents that coordinate their actions, also called coalitions. ...
Artículo
A Modular Feedback Approach for Distributed Control
(Elsevier, 2020)
This work presents a method based on linear matrix inequalities (LMIs) to design a feedback controller that guarantees stability regardless of the network topology considered. The proposed controller has a modular structure, ...
Artículo
A fast implementation of coalitional model predictive controllers based on machine learning: Application to solar power plants
(Elsevier, 2023)
This article proposes a real-time implementation of distributed model predictive controllers to maximize the thermal energy generated by parabolic trough collector fields. For this control strategy, we consider that each ...
Ponencia
Population-Dynamics-Assisted Coalitional Model Predictive Control for Parabolic-Trough Solar Plants
(Elsevier / International Federation of Automatic Control (IFAC), 2023-07)
This paper proposes a coalitional model predictive control method for temperature regulation in parabolic-trough solar fields. The global optimization problem is divided into a set of local subproblems that will be solved ...
Artículo
A Game Theoretical Randomized Method for Large-Scale Systems Partitioning
(IEEE, 2018)
In this paper, a game theory-based partitioning algorithm for large-scale systems (LSS) is proposed. More speci cally, a game over nodes is introduced in a model predictive control framework. The Shapley value of this ...