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Artículo
A survey on clustering methods for distributed and networked control systems
(Elsevier Ltd, 2021)
Clustering strategies are becoming increasingly relevant to boost the scalability of distributed control methods by focusing the cooperation efforts on highly coupled agents. They are also relevant in systems where ...
Artículo
Robust coalitional model predictive control with negotiation of mutual interactions
(Elsevier, 2023-03)
This article presents a robust coalitional model predictive control (MPC) approach where neighboring agents negotiate the bounds of their coupling variables. Also, the control variables of each agent are divided into a ...
Artículo
Coalitional model predictive control with different inter-agent interaction modes
(Elsevier, 2022-11)
Coalitional control is a type of distributed control characterized by the dynamic adjustment of the overall controller structure so that only strongly coupled agents interact with each other. In particular, local controllers ...
Artículo
Robust coalitional model predictive control with predicted topology transitions
(IEEE (Institute of Electrical and Electronics Engineers), 2021)
This paper presents a novel clustering model predictive control technique where transitions to the best cooperation topology are planned over the prediction horizon. A new variable, the so-called transition horizon, is ...