管理的数字化倍增

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引用次数: 0

摘要

该工作考虑了一些真实设备的数字模型,这些模型具有模拟对象与外部环境交互的接口手段。这种模式被称为“数字双胞胎”。考虑了两种用于创建数字双胞胎的模型。这些是时间序列模型和领域模型。领域模型使用给定领域的定律。它们使用特定领域固有的数学、逻辑和概率属性。时间序列模型适用于各种领域,不依赖于特定序列变量的物理性质。这样的模型可以用来预测模拟对象的行为。以视频交通控制系统中的延迟预测模型和无线传感器网络中的电池充电模型为例。
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DIGITAL DOUBLES IN MANAGEMENT
The work considers some digital models of real devices that have interface means by which the simulated object interacts with the external environment. Such models are called «digital twins». Two types of models used in creation of digital twins are considered. These are time series models and domain models. Domain models use the laws of a given domain. They use mathematical, logical and probabilistic properties inherent in a particular domain. Time series models are universal for various domains and do not depend on the physical nature of variables of a specific series. Such models can be used to predict the behavior of a simulated object. As examples, a delay prediction model in a video traffic control system and a model for recharging batteries of wireless sensor networks are considered.
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