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Artículo
A light clustering model predictive control approach to maximize thermal power in solar parabolic-trough plants
(Springer, 2021)
This article shows how coalitional model predictive control (MPC) can be used to maximize thermal power of large-scale solar parabolic-trough plants. This strategy dynamically generates clusters of loops of collectors ...
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 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 ...