基于OPC UA的数字双胞胎烟雾报警器校准车间信息模型的研究和应用
1School of Mechanical and Electrical Engineering, Ningbo Polytechnic, Ningbo, Zhejiang, China.
PloS one
|July 25, 2024
概括
本研究介绍了基于OPC统一架构 (OPC UA) 的数字双胞胎框架,用于烟雾报警器校准车间. 这种方法增强了数据集成和信息共享,使可视化和灵活操作成为可能.
科学领域:
- 工业物联网工业物联网工业物联网
- 制造系统工程 制造系统工程
- 智能制造 智能制造是一种智能制造.
背景情况:
- 在烟雾报警器校准研讨会中的数据整合和信息共享方面的挑战.
- 需要先进技术来提高车间效率和数据管理.
研究的目的:
- 为烟雾报警器校准研讨会提出一个基于OPC统一架构 (OPC UA) 的数字双胞胎信息网络框架.
- 在校准过程中解决数据集成和信息共享问题.
主要方法:
- 使用OPC统一架构 (OPC UA) 进行信息建模.
- 开发了一个数字车间信息模型,包括静态属性,过程属性和功能组件.
- 使用烟箱作为数据收集和传输的示例来实例化模型.
- 在数字双胞胎模型和实体实体之间实现了实现映射.
主要成果:
- 成功构建了用于烟雾报警器校准的数字车间信息模型.
- 通过使用烟箱的数字双胞胎来证明数据收集和传输能力.
- 在双胞胎模型和物理组件之间建立了实现映射.
- 验证了所有车间级别数据的相互连接和相互通信.
结论:
- 拟议的OPC UA信息模型可以实现无数据互连和互通.
- 数字双胞胎框架促进了烟雾报警器校准车间的可视化,数字化和灵活操作.
- 这种方法在工业校准设置中显著提高了数据管理和运营效率.
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