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A smart reporting framework as an application of multi-agent system in machining industry
International Journal of Computer Integrated Manufacturing ( IF 4.1 ) Pub Date : 2021-03-29 , DOI: 10.1080/0951192x.2021.1901312
Z. Yahouni 1 , A. Ladj 1 , F. Belkadi 2 , O. Meski 1 , M. Ritou 1
Affiliation  

ABSTRACT

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.



中文翻译:

智能报表框架作为多智能体系统在加工行业中的应用

摘要

当前,工业4.0范式中网络物理系统的发展使得能够收集尚未得到有效利用的大量异构数据。原因之一是数字链中断,车间与运营管理部门之间缺乏沟通。为了解决这些问题,本文提出了一个报告框架,作为支持车间和运营管理团队之间沟通的通用平台。该框架基于多代理系统,该系统解决了工具,软件和信息系统之间的互操作性问题。代理用于表示诸如报告之类的服务,主要用于决策辅助。提出了一种报告方案来解决航空案例研究中的颤振问题。

更新日期:2021-05-06
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