智能家居环境下基于语义web技术的数字孪生概念设计

Markus Kuller, Fabian Kohlmorgen, Nursi Karaoglan, M. Niemeyer, Ingo Kunold, Hendrik Wöhrle
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引用次数: 2

摘要

与当前的数字化进程一样[1],智能家居和智能建筑中的数字化已经超越了将数字系统视为单个元素或孤立的解决方案。原则上,必须开发能够实现全面联网和无障碍数据交换的解决方案,以支持众多新的应用场景[2]。如今,在一个典型的智能家居中,存在着大量的各种各样的设备和系统,它们具有不同的特点。使用传感器和执行器,这些设备和系统可以形成与现实世界的接口,并可以实现近乎实时的测量。此外,还可以使用所谓的数字孪生来提供整个智能家居或建筑的数字表示。数字孪生不仅可以表示底层系统的当前状态,还可以表示语义上下文中学习过程的数据历史。因此,它们可以为服务环境中的AI系统提供接口。在本文中,我们提出了一种方法,该方法使用W3C[3]标准化的WoT物描述(TD)作为实施智能家居和建筑的新型数字孪生的基础。使用标准化的TD模型可以实现制造商和设备之间的互操作性。目标是在数字孪生的语义设备类型和构建描述的基础上,使扩展服务更加灵活和动态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Conceptual design of a digital twin based on semantic web technologies in the smart home context
Like the current digitalization process [1], digitalization in the Smart Home and Smart Building goes beyond seeing digital systems as individual elements or isolated solutions. In principle, solutions must be developed that enable comprehensive networking and barrier-free data exchange to support the numerous new application scenarios [2]. Nowadays, in a typical smart home, there exist a large number of miscellaneous devices and systems with different characteristics. Using their sensors and actuators, these devices and systems can form an interface to the real world and can make their measurements available in near real time. Furthermore, it is possible to provide a digital representation of an entire Smart Home or Building using a socalled Digital Twin. Digital Twins can not only represent the current state of the underlying systems, but also the history of the data for learning processes in a semantic context. Hence, they can provide interfaces to AI systems in a service environment. In this paper, we present an approach which uses the WoT Thing Description (TD) as standardized by the W3C [3] as the basis for the implementation of a novel Digital Twin for Smart Homes and Buildings. The use of the standardized TD model enables interoperability across manufacturers and devices. The goal is to make extended services more flexible and dynamic on the basis of semantic device type and building descriptions of Digital Twins.
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