OPC UA and MQTT performance analysis within a unified namespace context

IF 7.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Luis Freitas , Marco Silva , Gabriel Vale , Camelia Avram , Helena Lopes , Filipe Pereira , Nuno Leal , José Machado
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引用次数: 0

Abstract

One of the main obstacles to fully adopting and implementing Industry 4.0 concept and achieving effective digital transformation is interoperability. Various communication protocols, aligned with different architectures, present themselves as potential solutions. The Unified Namespace (UNS) has emerged as a promising approach for data-centric architectures aligned with reference frameworks like Reference Architectural Model Industrie 4.0 (RAMI 4.0) and The Industrial Internet Reference Architecture (IIRA). Open Platform Communications Unified Architecture (OPC UA) and Message Queuing Telemetry Transport (MQTT) are among the most widely used communication protocols applicable in a UNS. Determining which of these is most suitable for specific applications requires further exploration. This paper provides an in-depth comparison of these protocols across several key Industry 4.0 metrics, based on data from an industrial-like case study and qualitative insights from the research team. Findings indicate that a lightweight protocol like MQTT offers advantages in raw performance metrics in its efficiency and scalability; however, depending on the application and organizational philosophy, OPC UA may offer a more comprehensive solution, mainly in terms of security and interoperability. The study’s results are limited by reliance on a single case study and lack of failure or cyber-attack scenarios. Future work will expand testing with more clients, simulate network faults and attacks, and include OPC UA Pub/Sub for broader comparison.
统一命名空间上下文中的OPC UA和MQTT性能分析
全面采用和实施工业4.0概念并实现有效数字化转型的主要障碍之一是互操作性。与不同体系结构相一致的各种通信协议都是潜在的解决方案。统一命名空间(UNS)已经成为一种很有前途的方法,用于与参考架构模型工业4.0 (RAMI 4.0)和工业互联网参考架构(IIRA)等参考框架保持一致的以数据为中心的架构。开放平台通信统一架构(OPC UA)和消息队列遥测传输(MQTT)是UNS中应用最广泛的通信协议。确定哪一个最适合特定的应用需要进一步的探索。本文基于一个类似工业案例研究的数据和研究团队的定性见解,对这些协议在几个关键工业4.0指标上进行了深入的比较。研究结果表明,像MQTT这样的轻量级协议在其效率和可伸缩性方面提供了原始性能指标方面的优势;然而,根据应用程序和组织理念,OPC UA可能提供更全面的解决方案,主要是在安全性和互操作性方面。该研究的结果受到单一案例研究和缺乏失败或网络攻击场景的限制。未来的工作将在更多的客户端上扩展测试,模拟网络故障和攻击,并包括OPC UA Pub/Sub进行更广泛的比较。
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来源期刊
Internet of Things
Internet of Things Multiple-
CiteScore
3.60
自引率
5.10%
发文量
115
审稿时长
37 days
期刊介绍: Internet of Things; Engineering Cyber Physical Human Systems is a comprehensive journal encouraging cross collaboration between researchers, engineers and practitioners in the field of IoT & Cyber Physical Human Systems. The journal offers a unique platform to exchange scientific information on the entire breadth of technology, science, and societal applications of the IoT. The journal will place a high priority on timely publication, and provide a home for high quality. Furthermore, IOT is interested in publishing topical Special Issues on any aspect of IOT.
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