基于物联网的框架用于工业5.0时代的数字双胞胎
Ahmed Awouda1, Emiliano Traini1, Giulia Bruno1
1Department of Management and Production Engineering, Politecnico di Torino, 10129 Turin, Italy.
Sensors (Basel, Switzerland)
|January 23, 2024
概括
本文介绍了开发基于物联网 (IoT) 的数字双胞胎的新框架,将工业5.0原则如可持续性和以人为中心纳入其中. 概念验证证明了其实时监控和数据驱动洞察力的有效性.
科学领域:
- 网络物理系统 网络物理系统
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
- 工业5.0 工业 5.0 工业 5.0 工业 5.0 工业
背景情况:
- 数字双胞胎对于实时资产监控和理解物联网环境中的系统行为至关重要.
- 现有的框架缺乏全面性,并没有整合工业5.0的原则,如可持续性,以人为中心和弹性.
- 基于物联网的数字双胞胎需要一个标准化的框架来解决这些差距.
研究的目的:
- 为开发和实施基于物联网的数字双胞胎提出一个新的框架.
- 将工业5.0概念集成到物联网架构参考模型中.
- 为设计以数字双胞胎为重点的物联网架构提供一个基准.
主要方法:
- 拟议的框架基于欧盟的物联网架构参考模型 (IoT-A).
- 它建立了用于模拟物联网系统的标准化架构工具.
- 为了验证框架,开发了一个垂直农业系统的概念验证.
主要成果:
- 该框架允许创建专注于数字双胞胎的物联网架构.
- 它支持将可持续性,弹性和以人为中心融入信息系统.
- 概念验证证明了框架对实时监控的有效性.
结论:
- 拟议的框架为开发工业5.0准备的物联网数字双胞胎提供了一种标准化的方法.
- 它促进了数据驱动的洞察力和知情决策,以提高系统性能.
- 该框架在制造业,服务业及其他领域都有潜在的应用.
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