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Publication
Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems
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Advisor(s)
Abstract(s)
The Digital Twin approach has emerged in the Industry 4.0
context to perform the design, virtual commissioning and optimization
of processes and machines, considering the simulation model feed with
real-time data, and articulated with AI data-driven algorithms to extract
value and knowledge. The digital Twin can be seen as a way to proceed
with the digitalization of production assets, covering the layers dimension
defined by the RAMI 4.0 model. However, a pertinent question is related
to understand the relationship between the Digital Twin concept and the
other two dimensions of the RAMI 4.0 model, and particularly the way to
address the distributed nature exhibited by the hierarchy levels and the
life-cycle management defined by the life-cycle value stream dimension.
Having this in mind, this paper aims to analyse the coverage of the
Digital Twin concept according to the three dimensions of the RAMI 4.0
model, particularly considering the inherent capabilities of Multi-agent
Systems to support the development of more distributed and pro-active
Digital Twin ecosystems that cover the life-cycle management, facing the
demands established by Industry 4.0 compliant solutions.
Description
Keywords
Digital twin RAMI4.0 Multi-agent systems
Pedagogical Context
Citation
Melo, Victória; De la Prieta, Fernando; Leitão, Paulo (2023). Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems. In Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future (SOHOMA 2022). 1083, p. 23-35. ISBN 978-3-031-24290-8
Publisher
Springer Nature