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工业元宇宙赋权的工艺制造智能:一个调查
IEEE transactions on cybernetics
|July 19, 2024
概括
工业元宇宙弥合了工艺制造业的知识差距,以提高效率和可持续性. 一种新的虚拟现实融合方法确保了工业环境中的安全,协作决策.
科学领域:
- 工艺制造 工艺制造 制造业
- 工业的转变 工业的转变
- 人工智能的人工智能
背景情况:
- 目前的工艺制造智能系统缺乏功能独立性,导致知识差距和手动决策.
- 在工艺制造中实现高效率和可持续性需要集成的智能系统.
- 工业元宇宙提供了一个解决方案,通过协作决策来弥合这些知识差距.
研究的目的:
- 通过工业元宇宙赋权来调查工艺制造智能.
- 分析当前的挑战和关键的启用技术.
- 为工艺工业元宇宙提出安全可行的建造方法.
主要方法:
- 对工艺制造智能的当前状态和挑战的调查.
- 关键工业元宇宙技术的总结:人工智能,云端计算,数字双胞胎,沉浸式交互,区块链.
- 关于虚拟现实融合构造方法的建议,该方法结合了数字双胞胎和物理化身.
主要成果:
- 识别了知识差距和手动决策作为工艺制造智能的关键挑战.
- 详细介绍了实现工业元宇宙技术的最新进展.
- 提出了一种新的虚拟现实融合工业元宇宙建设方法.
结论:
- 拟议的虚拟现实融合工业元宇宙构造方法,结合数字双胞胎和物理化身,确保工业应用的安全性.
- 工业元宇宙是弥合知识差距和在工艺制造中实现协作决策的必要工具.
- 初步研究证实了智能工艺制造的拟议方法的可行性.
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