Artículo
A survey on clustering methods for distributed and networked control systems
Autor/es | Chanfreut Palacio, Paula
Maestre Torreblanca, José María Camacho, Eduardo F. |
Departamento | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática |
Fecha de publicación | 2021 |
Fecha de depósito | 2022-02-04 |
Publicado en |
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Resumen | 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 ... 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 failing communication links and plug-and-play events are considered, which demand increased flexibility and modu larity. This article reviews commonalities and differences of those distributed strategies that exploit the degree of interaction between control agents to boost the mentioned properties, frequently leading to control structures where the communication network becomes a decision variable that may evolve dynamically. Taxonomies based on the control law employed, the criterion for selecting the network topology, its static/dynamical nature, the control architecture, and the provided theoretical properties, are given. Additionally, a review of applications in power networks, water systems, vehicle and traffic systems, renewable energy plants, and chemical processes is provided. |
Identificador del proyecto | FPU17/02653
789051 DPI2017-86918-R PID2020-119476RB-I00 |
Cita | Chanfreut Palacio, P., Maestre Torreblanca, J.M. y Camacho, E.F. (2021). A survey on clustering methods for distributed and networked control systems. Annual Reviews in Control, 52, 75-90. |
Ficheros | Tamaño | Formato | Ver | Descripción |
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A survey on clustering methods ... | 1.867Mb | [PDF] | Ver/ | |
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