Sambandan Devaraj, Thirupathi Devi
Department of Computer Applications, Bharathiar University, Coimbatore 641046, India.
PSG Institute of Management, PSG College of Technology, Coimbatore 641004, India.
Sensors (Basel). 2024 Sep 26;24(19):6231. doi: 10.3390/s24196231.
Fifth-generation (5G) sensor networks are critical enablers of Industry 4.0, facilitating real-time monitoring and control of industrial processes. However, significant challenges to their deployment in industrial settings remain, such as a lack of support for interoperability and manageability with existing industrial applications and the specialized technical expertise required for the management of private 5G sensor networks. This research proposes a solution to achieve interoperability between private 5G sensor networks and industrial applications by mapping Yet Another Next Generation (YANG) models to Open Platform Communication Unified Architecture (OPC UA) models. An OPC UA pyang plugin, developed to convert YANG models into OPC UA design model files, has been made available on GitHub for open access. The key finding of this research is that the proposed solution enables seamless interoperability without requiring modifications to the private 5G sensor network components, thus enhancing the efficiency and reliability of industrial automation systems. By leveraging existing industrial applications, the management and monitoring of private 5G networks are streamlined. Unlike prior studies that explored OPC UA's integration with other protocols, this work is the first to focus on the YANG-OPC UA integration, filling a critical gap in Industry 4.0 enablement research.
第五代(5G)传感器网络是工业4.0的关键推动因素,有助于对工业过程进行实时监控和控制。然而,在工业环境中部署它们仍面临重大挑战,例如缺乏对与现有工业应用的互操作性和可管理性的支持,以及管理专用5G传感器网络所需的专业技术知识。本研究提出了一种通过将又一个下一代(YANG)模型映射到开放平台通信统一架构(OPC UA)模型来实现专用5G传感器网络与工业应用之间互操作性的解决方案。一个用于将YANG模型转换为OPC UA设计模型文件的OPC UA pyang插件已在GitHub上提供以供开放访问。本研究的关键发现是,所提出的解决方案能够实现无缝互操作性,而无需对专用5G传感器网络组件进行修改,从而提高了工业自动化系统的效率和可靠性。通过利用现有的工业应用,专用5G网络的管理和监控得以简化。与之前探索OPC UA与其他协议集成的研究不同,这项工作首次专注于YANG - OPC UA集成,填补了工业4.0赋能研究中的一个关键空白。