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Agent-based modeling and simulation of a small scale cyber-physical system using NetLogo
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Resumo(s)
The Cyber-Physical System (CPS) paradigm promotes
the decentralization and distribution of the logic control
as well as the integration of cyber and physical counterparts.
In parallel, self-organization allows the dynamic and automatic
system re-configuration responding to condition and environment
changes. Modeling and simulation assume a crucial importance
in the design of such complex, distributed, and self-organized
systems, in the way that the detected and debugged errors may
be corrected before the deployment into the real system, as well
different strategies can be tested and evaluated. Agent-based
modeling tools are computational frameworks able to analyze,
experiment and compare systems populated by cooperative
agents, supporting the fast prototyping of agent-based solutions
exhibiting self-* properties. In this paper, the NetLogo tool was
used to model and simulate the agent-based control layer of a
small scale CPS, which control uses self-organization principles.
Descrição
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Contexto Educativo
Citação
Barbosa, José; Leitão, Paulo (2017). Agent-based modeling and simulation of a small scale cyber-physical system using NetLogo. In 12th IEEE Conference on Industrial Electronics and Applications (ICIEA). Siem Reap, Cambodia. p. 907-912. ISBN 978-1-5386-2103-5
Editora
Institute of Electrical and Electronics Engineers