A smart reporting framework as an application of multi-agent system in machining industry

Currently, the evolution of cyber-physical systems within the industry 4.0 paradigm enables the collection of large quantities of heterogeneous data that have not yet been efficiently exploited. One of the reasons is the digital chain disruption and lack of communication between the shop floor and o...

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Bibliographic Details
Published inInternational journal of computer integrated manufacturing Vol. 34; no. 5; pp. 470 - 486
Main Authors Yahouni, Z., Ladj, A., Belkadi, F., Meski, O., Ritou, M.
Format Journal Article
LanguageEnglish
Published Taylor & Francis 04.05.2021
Subjects
Computer Science
decision-aid
Engineering Sciences
industry 4.0
interoperability
multi-agent system
Multiagent Systems
Other
Reporting
multi-agent system
decision-aid
interoperability
reporting
industry 4.0
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Summary:Currently, the evolution of cyber-physical systems within the industry 4.0 paradigm enables the collection of large quantities of heterogeneous data that have not yet been efficiently exploited. One of the reasons is the digital chain disruption and lack of communication between the shop floor and operational management departments. To tackle such issues, this paper proposes a reporting framework as a common platform to support communication between the shop floor and operation management teams. The framework is based on a multi-agent system that solves the interoperability issues between tools, software and information systems. Agents are used to represent services such as reporting and are mainly exploited for decision-aiding. A reporting scenario is proposed to address chatter problems in an aeronautic case study. Efficient management of complex data is achieved by providing customized indicators for decision actors.
ISSN:0951-192X
1362-3052
DOI:10.1080/0951192X.2021.1901312