从整体流程的角度对数字双胞胎进行全面的审查:数据,模型,网络和应用程序
Honghai Wu1, Pengwei Ji1, Huahong Ma1
1The School of Information Engineering, Henan University of Science and Technology, Luoyang 471023, China.
Sensors (Basel, Switzerland)
|October 14, 2023
概括
数字双胞胎,桥梁物理和虚拟领域,对于工业数字化至关重要. 本综述系统地检查了数据,模型,网络和应用程序的数字双胞胎技术,突出挑战和未来方向.
科学领域:
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
- 工业系统 工业系统
背景情况:
- 对工业数字化和智能化的日益增长的需求需要对物理世界的准确数字表示.
- 数字双胞胎技术成为一个关键的解决方案,集成虚拟和物理空间进行数据分析和优化.
- 现有的审查缺乏数字双胞胎研究的系统,多角度总结.
研究的目的:
- 从四个关键角度对数字双胞胎技术进行全面审查:数据,模型,网络和应用.
- 系统地了解数字双胞胎的发展轨迹,从物理到虚拟和背后.
- 为了确定当前的研究挑战和未来的研究方向在数字双胞胎领域.
主要方法:
- 进行关于数字双胞胎研究的综合文献审查.
- 从数据,模型,网络和应用的角度分析现有工作.
- 综合发现,提供全面的概述和确定研究差距.
主要成果:
- 数字双胞胎的发展通过其数据,建模,网络和应用方面的分析.
- 这篇评论提供了对物理-虚拟-物理范式的系统理解.
- 确定并讨论了关键的研究挑战和有前途的未来方向.
结论:
- 为了了解数字双胞胎不断发展的领域,必须进行多视角,系统的审查.
- 应对已确定的挑战对于推进数字双胞胎技术及其应用至关重要.
- 未来的研究应该专注于增强数据集成,模型忠实性,网络功能和应用范围.
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