A Multi-agent System Approach for Management of Industrial IoT Devices in Manufacturing Processes

R. Cagnin, I. R. Guilherme, J. Queiroz, B. Paulo, M. F. Neto
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引用次数: 11

Abstract

Industry 4.0 is the new industrial revolution that uses technologies to enable communication and interaction between devices. In this new environment, applications are designed to ensure concepts like connection, data sharing, accessibility and process automation. In a process automation context, applications must coordinate and manage the execution of different tasks performed by autonomous devices. Aiming to support the development of such applications this paper presents an architecture for the development of an approach based on Multi-agent systems (MAS), Service-Oriented Architecture and Semantic Web technologies. The architecture uses MAS organizational approach and ontologies to ensure and automate the devices management in IoT environments. A case study in a simulated industrial environment aiming the manufacturing of metallic components is presented in order to show the proposal features and feasibility.
制造过程中工业物联网设备管理的多智能体系统方法
工业4.0是一场新的工业革命,它利用技术实现设备之间的通信和交互。在这个新环境中,应用程序被设计为确保连接、数据共享、可访问性和过程自动化等概念。在流程自动化上下文中,应用程序必须协调和管理由自主设备执行的不同任务的执行。为了支持此类应用的开发,本文提出了一种基于多代理系统(MAS)、面向服务的体系结构和语义Web技术的方法开发体系结构。该架构使用MAS组织方法和本体来确保和自动化物联网环境中的设备管理。最后以金属零件制造为研究对象,在模拟工业环境中进行了实例分析,以说明该方法的特点和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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