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Data collection for global monitoring and trend analysis in the GRACE multi-agent system
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Orientador(es)
Resumo(s)
Multi-agent systems (MAS) paradigm is a suitable approach to implement distributed manufacturing systems addressing the emergent requirements of flexibility, robustness and responsiveness. In such systems, the distributed agents have
a local view of the system environment being the global data collection a complex and critical issue to provide the functionalities of the ISA-95 standard, such as dynamic scheduling, maintenance management and quality assurance.
This paper describes the data collection mechanisms in a multiagent system that supports the global monitoring over the time
and the trend analysis to perform self-adaptation and selfoptimization.
The proposed approach was developed and tested in an industrial washing machines production line.
Descrição
Palavras-chave
Multi-agent systems Data collection
Contexto Educativo
Citação
Pereira, Arnaldo; Rodrigues, Nelson; Leitão, Paulo (2013). Data collection for global monitoring and trend analysis in the GRACE multi-agent system. In IEEE International Conference on Industrial Technology (ICIT‘13). Cape Town: IEEE. p.1240-1245. ISBN 978-1-4673-4567-5