通过大数据,物联网和社会分析改善数字双胞胎体验:一个架构和一个案例研究
Rubén Alonso1,2, Riccardo Locci3, Diego Reforgiato Recupero1,3
1ICT Division, R2M Solution s.r.l., Via Fratelli Cuzio, 42, Pavia, 27100, Italy.
Heliyon
|February 2, 2024
概括
本研究介绍了数字双胞胎的新架构,集成多个数据源,以便在数字化行业中更好地监控和决策. 该解决方案在意大利公司办公室进行了测试,显示了高用户接受度和数据丰富的潜力.
科学领域:
- 数字化和数据管理数据管理
- 计算机科学 计算机科学
- 工业技术 工业技术 工业技术 工业技术
背景情况:
- 工业越来越多地采用数字技术,导致传感器和物联网 (IoT) 数据的激增.
- 数字双胞胎正在成为监控和决策支持的关键工具,但往往难以整合各种数据流.
研究的目的:
- 通过整合来自多个来源的信息来提议和展示增强数字双胞胎体验的架构.
- 在现实工业环境中验证架构的有效性和用户接受度.
主要方法:
- 在数字双胞胎中开发了用于多源数据集成的新型架构.
- 使用Matterport 3D媒体平台实现了意大利公司办公室数字双胞胎的架构.
- 集成了各种技术和传感器,将数据输入到数字双胞胎中.
主要成果:
- 实施的数字双胞胎成功地整合了来自不同来源的数据.
- 评估表明,用户对增强的数字双胞胎解决方案的接受度很高.
- 该架构在将虚拟模型增添额外数据方面被证明是有效的.
结论:
- 拟议的架构显著提高了数字双胞胎管理和可视化多源数据的能力.
- 这种方法提供了一个可扩展的解决方案,用于在各种行业中创建更全面和互动的数字双胞胎.
- 成功实施突显了数字生应用中先进数据集成的潜力.
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