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In a spring-mass-damper system, the second-order differential equation describes the dynamic behavior of the system. When transformed into the Laplace domain under zero initial conditions, this equation can be effectively analyzed and manipulated. The transformation into the Laplace domain converts differential equations into algebraic equations, simplifying the process of isolating the output.
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相关实验视频

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数字双胞胎与智能制造工艺的知识图相遇

Georgia Stavropoulou1, Konstantinos Tsitseklis1, Lydia Mavraidi1

  • 1School of Electrical and Computer Engineering, National Technical University of Athens, 157 80 Athens, Greece.

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|April 27, 2024
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概括

这项研究将知识图 (KG) 与数字双胞胎 (DT) 集成,以创建更自主和灵活的制造过程. 这种协同作用增强了自我意识,并优化了运营,以提高质量和效率.

关键词:
数字双胞胎是一个数字双胞胎.知识图是知识图.激光玻璃曲 激光玻璃曲材料制造业的制造业的材料制造业材料的存在学 材料的存在学

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科学领域:

  • 制造业 工程 制造工程
  • 计算机科学 计算机科学
  • 材料科学 材料科学 材料科学

背景情况:

  • 材料制造要求提高产品质量,降低运营成本,及时完成工艺.
  • 数字双胞胎 (DT) 技术是开发和管理制造流程的关键推动因素.
  • 知识图 (KG) 为工业应用提供结构化数据表示和高级分析.

研究的目的:

  • 提出和开发一个结合知识图 (KG) 和数字双胞胎 (DT) 的综合解决方案.
  • 创建高度自主和灵活的数据技术,利用KG的语义知识.
  • 提高 DT 自我意识,并支持制造业的高级功能.

主要方法:

  • 开发了一个域无关的KG,存储材料属性和处理信息.
  • 由虚拟对象 (VO) 组成的设计的DT,每个虚拟对象抽象一个工业业务流程 (IBP) 的步骤.
  • 利用KG查询编排VO操作和配置参数,增强DT自我意识.

主要成果:

  • 展示了集成KG和DT解决方案的架构.
  • 展示了该系统在现实世界激光玻璃曲过程中的应用.
  • 集成使得DT能够动态地调整和优化制造业务.

结论:

  • KG和DT之间的协同作用显著提高了制造过程的自主性和灵活性.
  • 这种方法为智能制造和流程优化提供了一个强大的框架.
  • 提出的解决方案有效地提高了数字双胞胎的自我意识和适应能力.