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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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A schema is a mental construct consisting of a cluster or collection of related concepts (Bartlett, 1932). There are many different types of schemata, and they all have one thing in common: schemata are a method of organizing information that allows the brain to work more efficiently. When a schema is activated, the brain makes immediate assumptions about the person or object being observed.
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According to Charles Cooley, we base our image on what we think other people see (Cooley 1902). We imagine how we must appear to others, then react to this speculation. We don certain clothes, prepare our hair in a particular manner, wear makeup, use cologne, and the like—all with the notion that our presentation of ourselves is going to affect how others perceive us. We expect a certain reaction, and, if lucky, we get the one we desire and feel good about it. But more than that, Cooley...
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一个以人为中心的框架来更新数字双胞胎.

Peter Denno1, Deogratias Kibira1

  • 1National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, MD 20899, USA.

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此摘要是机器生成的。

创建数字双胞胎 (DT) 需要一个预测模型,数据收集和应用. 这项工作引入了以人为中心的框架,以应对改进和更新数据技术的挑战,确保在基于条件的维护等应用中可靠的性能.

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科学领域:

  • 工程 工程师 工程师 工程师
  • 计算机科学 计算机科学
  • 工业系统 工业系统

背景情况:

  • 数字双胞胎 (DTs) 将预测模型与物理对应的实时数据集成在一起.
  • 在确认DT稳态运行和区分传感器数据与传感器故障方面存在挑战.
  • 目前的DT开发缺乏明确的终结点,用于设计时的活动,如不确定性评估.

研究的目的:

  • 为建立,完善和更新数字双胞胎提出以人为中心的框架.
  • 为了解决从传感器故障中区分感知变化的持续挑战.
  • 提高数字双胞胎系统的可靠性和可维护性.

主要方法:

  • 开发一个以人为中心的框架,用于数字双胞胎生命周期管理.
  • 在生产设备中使用基于条件的维护和轮回应作为案例研究.
  • 专注于改进预测模型,并确保随着时间的推移数据的相关性.

主要成果:

  • 早期的工作表明,一个框架可以指导数字双胞胎的建立和改进.
  • 确定了维护DT准确度和区分传感器问题的关键挑战.
  • 使用工业实例证明了框架的适用性.

结论:

  • 以人为中心的方法对于强大的数字双胞胎开发和维护至关重要.
  • 解决不确定性和数据相关性是DT生命周期中的持续过程.
  • 拟议的框架为管理数字双胞胎演变提供了一个结构化的方法.